[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
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3dgs
[3D CV 연구] 3DGS scene.cameras_extent
3dgs scene.cameras_extent
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
[BLENDER] Subsurface Scattering
subsurface scattering
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[3D CV 연구] 3DGS affine approximation of the projective transformation
3DGG affine apprximiation of the projective transformation
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[3D CV 연구] 3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR entropy loss
3DGS SuGaR entropy loss
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
[3D CV 연구] 3DGS human rendering ideas
3DGS human rendering ideas
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
[3D CV 연구] 3DGS rasterization cuda
3DGS rasterization은 cuda를 사용합니다.
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
[3D CV 연구] 3DGS positional gradient in NDC/view space not in world space
3DGS positional gradient는 NDC/view space에서 계산됩니다.
[3D CV 연구] 3DGS How can I get the points’ indices which contribute to the pixels?
3DGS How can I get the points’ indices which contribute to the pixels?
[3D CV 연구] 3DGS의 output .ply
3DGS output .ply파일은 spherical harmonics를 추가 속성으로 포함합니다.
[3D CV 연구] 3DGS gaussian opacity activation is sigmoid
3DGS opacity activation은 sigmoid를 사용합니다.
[3D CV 연구] 3DGS The number of points is decreasing when training large-scale scenes
3DGS The number of points is decreasing when training large-scale scenes
[3D CV 연구] 3DGS jacobian w2c matrix
3DGS jacobian w2c matrix
[3D CV 연구] 3DGS float32
3DGS는 float32를 사용하는데, float16로 바꿔서 실험해봐도 됩니다.
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
[3D CV 연구] 3DGS coordinate systems
3DGS point cloud coordinate systems
[3D CV 연구] 3DGS batch rendering using gaussian rasterizer
3DGS batch rendering using gaussian rasterizer
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
[3D CV 연구] 3DGS SIBR viewer rendering video
3DGS 결과 비디오 만드는 방법
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
3d gaussian splatting
[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
[3D CV 연구] 3DGS scene.cameras_extent
3dgs scene.cameras_extent
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[3D CV 연구] 3DGS affine approximation of the projective transformation
3DGG affine apprximiation of the projective transformation
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[3D CV 연구] 3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR entropy loss
3DGS SuGaR entropy loss
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
[3D CV 연구] 3DGS human rendering ideas
3DGS human rendering ideas
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
[3D CV 연구] 3DGS rasterization cuda
3DGS rasterization은 cuda를 사용합니다.
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
[3D CV 연구] 3DGS positional gradient in NDC/view space not in world space
3DGS positional gradient는 NDC/view space에서 계산됩니다.
[3D CV 연구] 3DGS How can I get the points’ indices which contribute to the pixels?
3DGS How can I get the points’ indices which contribute to the pixels?
[3D CV 연구] 3DGS의 output .ply
3DGS output .ply파일은 spherical harmonics를 추가 속성으로 포함합니다.
[3D CV 연구] 3DGS gaussian opacity activation is sigmoid
3DGS opacity activation은 sigmoid를 사용합니다.
[3D CV 연구] 3DGS The number of points is decreasing when training large-scale scenes
3DGS The number of points is decreasing when training large-scale scenes
[3D CV 연구] 3DGS jacobian w2c matrix
3DGS jacobian w2c matrix
[3D CV 연구] 3DGS float32
3DGS는 float32를 사용하는데, float16로 바꿔서 실험해봐도 됩니다.
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
[3D CV 연구] 3DGS coordinate systems
3DGS point cloud coordinate systems
[3D CV 연구] 3DGS batch rendering using gaussian rasterizer
3DGS batch rendering using gaussian rasterizer
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
[3D CV 연구] 3DGS SIBR viewer rendering video
3DGS 결과 비디오 만드는 방법
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
연구
[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
[3D CV 연구] 3DGS scene.cameras_extent
3dgs scene.cameras_extent
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
[3D CV 연구] NeRF Spherical Harmonics Coarse-to-Fine training
HDR Plenoxel에서는 coarse-to-fine으로 spherical harmonics를 학습시킵니다.
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[3D CV 연구] 3DGS affine approximation of the projective transformation
3DGG affine apprximiation of the projective transformation
[3D CV 연구] 3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR entropy loss
3DGS SuGaR entropy loss
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
[3D CV 연구] 3DGS human rendering ideas
3DGS human rendering ideas
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
[3D CV 연구] 3DGS rasterization cuda
3DGS rasterization은 cuda를 사용합니다.
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
[3D CV 연구] 3DGS positional gradient in NDC/view space not in world space
3DGS positional gradient는 NDC/view space에서 계산됩니다.
[3D CV 연구] 3DGS How can I get the points’ indices which contribute to the pixels?
3DGS How can I get the points’ indices which contribute to the pixels?
[3D CV 연구] 3DGS의 output .ply
3DGS output .ply파일은 spherical harmonics를 추가 속성으로 포함합니다.
[3D CV 연구] 3DGS gaussian opacity activation is sigmoid
3DGS opacity activation은 sigmoid를 사용합니다.
[3D CV 연구] 3DGS The number of points is decreasing when training large-scale scenes
3DGS The number of points is decreasing when training large-scale scenes
[3D CV 연구] 3DGS jacobian w2c matrix
3DGS jacobian w2c matrix
[3D CV 연구] 3DGS float32
3DGS는 float32를 사용하는데, float16로 바꿔서 실험해봐도 됩니다.
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
[3D CV 연구] 3DGS coordinate systems
3DGS point cloud coordinate systems
[3D CV 연구] 3DGS batch rendering using gaussian rasterizer
3DGS batch rendering using gaussian rasterizer
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
[3D CV 연구] 3DGS SIBR viewer rendering video
3DGS 결과 비디오 만드는 방법
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
[생성모델 연구] GAN 발전동향
GAN 발전동향 정리
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
[3D CV 연구] Camera Calibration
camera calibration
3D CV
[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
[3D CV 연구] 3DGS scene.cameras_extent
3dgs scene.cameras_extent
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[3D CV 연구] 3DGS affine approximation of the projective transformation
3DGG affine apprximiation of the projective transformation
[3D CV 연구] 3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR entropy loss
3DGS SuGaR entropy loss
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
[3D CV 연구] 3DGS human rendering ideas
3DGS human rendering ideas
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
[3D CV 연구] 3DGS rasterization cuda
3DGS rasterization은 cuda를 사용합니다.
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
[3D CV 연구] 3DGS positional gradient in NDC/view space not in world space
3DGS positional gradient는 NDC/view space에서 계산됩니다.
[3D CV 연구] 3DGS How can I get the points’ indices which contribute to the pixels?
3DGS How can I get the points’ indices which contribute to the pixels?
[3D CV 연구] 3DGS의 output .ply
3DGS output .ply파일은 spherical harmonics를 추가 속성으로 포함합니다.
[3D CV 연구] 3DGS gaussian opacity activation is sigmoid
3DGS opacity activation은 sigmoid를 사용합니다.
[3D CV 연구] 3DGS The number of points is decreasing when training large-scale scenes
3DGS The number of points is decreasing when training large-scale scenes
[3D CV 연구] 3DGS jacobian w2c matrix
3DGS jacobian w2c matrix
[3D CV 연구] 3DGS float32
3DGS는 float32를 사용하는데, float16로 바꿔서 실험해봐도 됩니다.
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
[3D CV 연구] 3DGS coordinate systems
3DGS point cloud coordinate systems
[3D CV 연구] 3DGS batch rendering using gaussian rasterizer
3DGS batch rendering using gaussian rasterizer
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
[3D CV 연구] 3DGS SIBR viewer rendering video
3DGS 결과 비디오 만드는 방법
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
[3D CV] Depth map & Normal map
Depth map & Normal map 정리
[3D CV 연구] Camera Calibration
camera calibration
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
[3D CV] RANSAC
RANSAC 정리
[3D CV] Epipolar Geometry
Epipolar Geometry 정리
SuGaR
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
[3D CV 연구] 3DGS SuGaR entropy loss
3DGS SuGaR entropy loss
implementation details
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
Multiple View Geometry
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
[3D CV] COLMAP SfM
COLMAP의 Structure from Motion (SfM) 알고리즘 설명
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
[3D CV] COLMAP focal length unit pixels
COLMAP의 focal length 단위는 pixel 단위입니다.
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[3D CV] COLMAP 사용법 & 3DGS COLMAP Data 구성
COLMAP 사용법 & 3DGS COLMAP Data 구성
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
[3D CV] RANSAC
RANSAC 정리
[3D CV] Epipolar Geometry
Epipolar Geometry 정리
BLENDER
[BLENDER] Weight Painting = Vertex Groups
weights는 vertex groups과 같은 말이고, weights를 조절하여 함께 움직일 vertex groups를 만듭니다.
[BLENDER] Subsurface Scattering
subsurface scattering
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
[BLENDER] Blender Texture Painting Experiment
Blender Texture Painting Experiment
[BLENDER] Blender Flat Shading, Phong Shading & Normals
Blender Phong Shading & Normals
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
[BLENDER] Donut tutorial
Blender donut tutorial
[BLENDER] Animation Character
Blender animation
블렌더
[BLENDER] Weight Painting = Vertex Groups
weights는 vertex groups과 같은 말이고, weights를 조절하여 함께 움직일 vertex groups를 만듭니다.
[BLENDER] Subsurface Scattering
subsurface scattering
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
[BLENDER] Blender Texture Painting Experiment
Blender Texture Painting Experiment
[BLENDER] Blender Flat Shading, Phong Shading & Normals
Blender Phong Shading & Normals
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
[BLENDER] Donut tutorial
Blender donut tutorial
[BLENDER] Animation Character
Blender animation
Mesh
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] Chamfer distance
Chamfer distance
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
메시
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] Chamfer distance
Chamfer distance
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
COLMAP
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
[3D CV] COLMAP SfM
COLMAP의 Structure from Motion (SfM) 알고리즘 설명
[3D CV] COLMAP focal length unit pixels
COLMAP의 focal length 단위는 pixel 단위입니다.
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[3D CV] COLMAP 사용법 & 3DGS COLMAP Data 구성
COLMAP 사용법 & 3DGS COLMAP Data 구성
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
NeRF
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[CT 연구] CT projection toobox TIGRE for NeRF dataset
CT Projection toolbox TIGRE
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
[3D CV] Marching Cubes
Marching Cubes 정리
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
[3D CV] 3D Gaussian Distribution 정의
가우시안 함수 정리
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
git
[Git] Github로 그룹 프로젝트 하는 법
Github group project
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Git] Git Merge 충돌 해결법
Git merge 충돌 해결
[Github] git@github.com: Permission denied (publickey) 에러 해결
git@github.com: Permission denied (publickey) 에러 해결
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[CUDA] CUDA_HOME environment variable is not set. Please set it to your CUDA install root
CUDA_HOME error
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
github
[Git] Github로 그룹 프로젝트 하는 법
Github group project
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Git] Git Merge 충돌 해결법
Git merge 충돌 해결
[Github] git@github.com: Permission denied (publickey) 에러 해결
git@github.com: Permission denied (publickey) 에러 해결
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[CUDA] CUDA_HOME environment variable is not set. Please set it to your CUDA install root
CUDA_HOME error
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
cuda programming
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
cuda
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
[3D CV 연구] 3DGS rasterization cuda
3DGS rasterization은 cuda를 사용합니다.
c++
[CUDA] CUDA_HOME environment variable is not set. Please set it to your CUDA install root
CUDA_HOME error
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
Computer Vision
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
cpp
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
cpp bridge
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
c++ bridge
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
forward pass
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
backward pass
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
c++/cuda
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
cuda extension
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
메디컬연구
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
[MR 연구] fastMRI & skm-tea Real & Simulation 데이터셋 정리
fastMRI & skm-tea Real & Simulation 데이터셋 정리
[MR 연구] k-space value ranges & image intensity value ranges
fastMRI & skm-tea Real & Simulation 데이터셋 정리
[CT 연구] CT projection toobox TIGRE for NeRF dataset
CT Projection toolbox TIGRE
[MR 연구] fastMRI & skm-tea
fastMRI & skm-tea
normal map
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
[3D CV] Depth map & Normal map
Depth map & Normal map 정리
submodules
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] git@github.com: Permission denied (publickey) 에러 해결
git@github.com: Permission denied (publickey) 에러 해결
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
MR Reconstruction
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
[MR 연구] fastMRI & skm-tea Real & Simulation 데이터셋 정리
fastMRI & skm-tea Real & Simulation 데이터셋 정리
[MR 연구] k-space value ranges & image intensity value ranges
fastMRI & skm-tea Real & Simulation 데이터셋 정리
[MR 연구] fastMRI & skm-tea
fastMRI & skm-tea
point cloud
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
[3D CV] Delaunay triangulation
Delaunay triangulation 정리
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
[3D CV 연구] 3DGS coordinate systems
3DGS point cloud coordinate systems
triangle
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Mesh extraction
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
Rendering
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
[Rendering] Monocular Normal Priors can mitigate specular reflections
Monocular Normal Priors can mitigate specular reflections
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
렌더링
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
[Rendering] Monocular Normal Priors can mitigate specular reflections
Monocular Normal Priors can mitigate specular reflections
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
w2c
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
[3D CV 연구] 3DGS jacobian w2c matrix
3DGS jacobian w2c matrix
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
depth map
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
[3D CV] Depth map & Normal map
Depth map & Normal map 정리
3D mesh
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
[3D CV] Marching Cubes
Marching Cubes 정리
diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
spherical harmonics
[3D CV 연구] NeRF Spherical Harmonics Coarse-to-Fine training
HDR Plenoxel에서는 coarse-to-fine으로 spherical harmonics를 학습시킵니다.
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
poisson reconstruction
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
surface normal
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Phong Shading
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
pytorch3d
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
open3d
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
o3d
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
docker
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
[Docker] Docker container attach to VSCode
Docker container를 VScode에 attach하는 법을 알아봅시다.
[Docker] Docker로 Pytorch CUDA 버전 맞춰진 container 생성하기
Docker로 pytorch와 cuda버전을 맞춰서 container를 생성해봅시다.
[Docker] Docker 사용법 정리
Docker 사용법에 대해 알아봅시다.
modules
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
.gitmodules
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
commit hash
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
heads/main
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
특정 커밋
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
커밋 해시
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
서브모듈
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Github] 깃허브를 통해 코드 업데이트 및 로컬서버에서 내려받기
GitHub를 활용하여 코드를 공유하며 프로젝트를 진행하는 방법을 알아봅시다.
[Git] Submodule installation
GitHub에서 메인 레포지토리의 서브모듈을 특정 커밋(커밋 해시)에 맞게 설치하는 법을 알아봅시다.
Structure from Motion
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
[3D CV] COLMAP SfM
COLMAP의 Structure from Motion (SfM) 알고리즘 설명
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
SfM
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
[3D CV] COLMAP SfM
COLMAP의 Structure from Motion (SfM) 알고리즘 설명
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
github repository
[Git] Github로 그룹 프로젝트 하는 법
Github group project
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
[Git] Git Merge 충돌 해결법
Git merge 충돌 해결
Epipolar Geometry
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
[3D CV] Epipolar Geometry
Epipolar Geometry 정리
AI
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
Camera Extrinsics
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
[3D CV] RANSAC
RANSAC 정리
Poses
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
c2w
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
coordinate system
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
density
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
[3D CV 연구] 3DGS SuGaR implementations missing point cloud
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV] Level set
Level Set 정리
normals
[BLENDER] Blender Flat Shading, Phong Shading & Normals
Blender Phong Shading & Normals
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
scene extent
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
pruning
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
learning rate
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
spatial_lr_scale
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
mesh
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
uv map
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
Shader
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shading
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
world space
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
coarse mesh
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
refined mesh
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
Rasterization
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
레스터화
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
AmbientLights
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
RasterizationSettings
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
faces_per_pixel
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
MeshRenderer
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
MeshRasterizer
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
SoftPhongShader
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
BlendParams
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
[Rendering] SuGaR 3D mesh load, Phong Shading, Rendering
SuGaR에서 3D mesh를 load하고 Phong Shading을 사용하여 Rendering하는 전체 프로세스
TriangleMesh
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
read_triangle_mesh
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
knn
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
3D CV20200
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
SIGGRAPH
3DGS
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
R|t
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
[3D CV] RANSAC
RANSAC 정리
world to camera
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
camera to world
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
fastMRI
[MR 연구] fastMRI & skm-tea Real & Simulation 데이터셋 정리
fastMRI & skm-tea Real & Simulation 데이터셋 정리
[MR 연구] fastMRI & skm-tea
fastMRI & skm-tea
skm-tea
[MR 연구] fastMRI & skm-tea Real & Simulation 데이터셋 정리
fastMRI & skm-tea Real & Simulation 데이터셋 정리
[MR 연구] fastMRI & skm-tea
fastMRI & skm-tea
camera calibration
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
[3D CV 연구] Camera Calibration
camera calibration
Lie Algebra
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
[3D CV] se3, SE3, so3, SO3
Lie Algebra & Lie Group 정리
Lie Group
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
[3D CV] se3, SE3, so3, SO3
Lie Algebra & Lie Group 정리
se3
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
[3D CV] se3, SE3, so3, SO3
Lie Algebra & Lie Group 정리
SE3
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
[3D CV] se3, SE3, so3, SO3
Lie Algebra & Lie Group 정리
so3
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
[3D CV] se3, SE3, so3, SO3
Lie Algebra & Lie Group 정리
SO3
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
[3D CV] se3, SE3, so3, SO3
Lie Algebra & Lie Group 정리
NeRF custom dataset
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
background color
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
near far
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
z_far z_near
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
prune
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
lr
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
[3D CV 연구] 3DGS zfar is ignored, scene extent, lr
3DGS far plane, gaussian pruning, scene extent & learning rate
NDC/view space
[3D CV 연구] 3DGS positional gradient in NDC/view space not in world space
3DGS positional gradient는 NDC/view space에서 계산됩니다.
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
coorindate systems
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
[3D CV 연구] 3DGS coordinate systems
3DGS point cloud coordinate systems
rasterization
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
[3D CV 연구] 3DGS rasterization cuda
3DGS rasterization은 cuda를 사용합니다.
flat gaussian
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
gaussians
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
custom data for 3dgs
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
capture images or videos
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
[3D CV 연구] 3DGS Tips for using COLMAP
3DGS Tips for using COLMAP
poisson surface reconstruction
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
animation
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
[BLENDER] Animation Character
Blender animation
blender animation
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
[BLENDER] Animation Character
Blender animation
uv unwrapping
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
depth
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
[3D CV 연구] 3DGS Gaussian Surfels Poisson Reconstrucion
3DGS Gaussian Surfels Poisson Reconstruction
Unity
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
유니티
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
normal mapping
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
tangent vector
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
bitangent vector
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
tangent space
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
object space
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
face normal
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
pbr (physically based rendering)
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
[BLENDER] Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
Shader Fundamentals & Normal mapping & PBR (Physically Based Rendering) texture
bake
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
baking
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
phong shading
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] Blender Flat Shading, Phong Shading & Normals
Blender Phong Shading & Normals
일러스트
[일러스트] 이미지 분할법
이미지를 빠르게 바둑판으로 분할하는 법
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
illustrate
[일러스트] 이미지 분할법
이미지를 빠르게 바둑판으로 분할하는 법
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
Polygon
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
폴리곤
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
Face
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
Normal
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
primitives
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
diamond
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
barycentric coordinates
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
roughness map
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
textured mesh rendering (flat shading, phong shading, gouraud shading)
[Rendering] Pytorch3D rendering 2
Pytorch3D 소개 2
[Rendering] Pytorch3D rendering
Pytorch3D 소개
texture image
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
closest gaussian
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
compute density
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
triangle에 대한 gaussian density
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
[Mesh] SuGaR o3d TriangleMesh
open3d로 TriangleMesh를 만들고, read_triangle_mesh로 불러오는 법 정리
TexturesVertex
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
surface reconstruction
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
pcd
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
gaussian surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[Rendering] Monocular Normal Priors can mitigate specular reflections
Monocular Normal Priors can mitigate specular reflections
vertex normal
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
[BLENDER] Surface Normal & Vertex Normal
Vertex Normal은 인접한 Surface Normal의 평균으로 계산됩니다.
RGB2SH
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
world coordinate system
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
push
[Docker] Docker로 Pytorch CUDA 버전 맞춰진 container 생성하기
Docker로 pytorch와 cuda버전을 맞춰서 container를 생성해봅시다.
[Docker] Docker 사용법 정리
Docker 사용법에 대해 알아봅시다.
pull
[Docker] Docker로 Pytorch CUDA 버전 맞춰진 container 생성하기
Docker로 pytorch와 cuda버전을 맞춰서 container를 생성해봅시다.
[Docker] Docker 사용법 정리
Docker 사용법에 대해 알아봅시다.
docker image
[Docker] Docker로 Pytorch CUDA 버전 맞춰진 container 생성하기
Docker로 pytorch와 cuda버전을 맞춰서 container를 생성해봅시다.
[Docker] Docker 사용법 정리
Docker 사용법에 대해 알아봅시다.
4dgs
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
4d gaussian splatting
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
monocular depth estimation
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
CUDA
[CUDA] CUDA_HOME environment variable is not set. Please set it to your CUDA install root
CUDA_HOME error
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
cuda rasterization
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
pybind11
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
COLMAP 사용법
[3D CV] COLMAP 사용법 & 3DGS COLMAP Data 구성
COLMAP 사용법 & 3DGS COLMAP Data 구성
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
parallel imaging
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
camera intrinsics
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
[3D CV] COLMAP focal length unit pixels
COLMAP의 focal length 단위는 pixel 단위입니다.
metric depth estimation (MDE)
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
relative depth estimation (RED)
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
Structure-from-Motion Revisited
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
[3D CV] COLMAP SfM
COLMAP의 Structure from Motion (SfM) 알고리즘 설명
CVPR
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
[3D CV] COLMAP SfM
COLMAP의 Structure from Motion (SfM) 알고리즘 설명
Delaunay triangulation
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
[3D CV] Delaunay triangulation
Delaunay triangulation 정리
델로네 삼각분할
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
[3D CV] Delaunay triangulation
Delaunay triangulation 정리
외접원
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
[3D CV] Delaunay triangulation
Delaunay triangulation 정리
polygon mesh
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
[3D CV] Delaunay triangulation
Delaunay triangulation 정리
reconstruction
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
[3D CV] Delaunay triangulation
Delaunay triangulation 정리
깃허브 레퍼지토리
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
happiness
[Journaling] How to be happy
How to be happy
fear
[Journaling] How to be happy
How to be happy
life advice
[Journaling] How to be happy
How to be happy
RANSAC
[3D CV] RANSAC
RANSAC 정리
Homography
[3D CV] RANSAC
RANSAC 정리
Local Features
Back to top ↑Camera Intrinsics
[3D CV] COLMAP Coordinate system w2c
COLMAP의 coordinate system은 w2c이고, NeRF의 coordinate system은 c2w입니다.
pixels
[3D CV 연구] Camera Calibration
camera calibration
manifolds
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
groups
[3D CV] Lie Group Lie Algebra
Lie Algebra & Lie Group 세부 정리
transform_matrix
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
getWorld2View
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
getWorld2View2
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
avg_cam_center
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
radius
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
diagonal
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
batch matrix multiplication
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
bmm
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
transpose(0, 1)
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
row vector 연산
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
행벡터 연산
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
컴퓨터 그래픽스 계산 관례
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
column vector 연산
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
열벡터 연산
[3D CV] NeRF, 3dgs, C2W, W2C 카메라 포즈 조작
NeRF, 3dgs C2W, W2C 카메라 포즈 변환 & Coordinate system & 카메라변환 batch matrix multplication 연산 정리글
normal vector
[3D CV] Depth map & Normal map
Depth map & Normal map 정리
surface
[3D CV] Depth map & Normal map
Depth map & Normal map 정리
level set
[3D CV] Level set
Level Set 정리
Gaussians
[3D CV] Level set
Level Set 정리
3D Gaussian Splatting
[3D CV] 3D Gaussian Distribution 정의
가우시안 함수 정리
Gaussian function
[3D CV] 3D Gaussian Distribution 정의
가우시안 함수 정리
multivariate gaussian
[3D CV] 3D Gaussian Distribution 정의
가우시안 함수 정리
Poisson Surface Reconstruction
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
Poisson reconstruction
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
Screened Poisson Surface Reconstruction
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
oriented point set
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
3d points
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
Octree
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
poisson depth
[3D CV] Poisson Surface Reconstruction
Poisson Reconstruction 정리
Mahalanobis distance
[3D CV] Mahalanobis Distance
마할라노비스 거리 정리
마할라노비스 거리
[3D CV] Mahalanobis Distance
마할라노비스 거리 정리
gaussian function
[3D CV] Mahalanobis Distance
마할라노비스 거리 정리
gaussian distribution
[3D CV] Mahalanobis Distance
마할라노비스 거리 정리
공분산
[3D CV] Mahalanobis Distance
마할라노비스 거리 정리
covariance
[3D CV] Mahalanobis Distance
마할라노비스 거리 정리
PSNR
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
SSIM
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
LPIPS
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
MSE
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
Metrics
[3D CV 연구] PSNR, SSIM, LPIPS, MSE metrics.py
PSNR, SSIM, LPIPS, MSE metrics.py
Marching Cube
[3D CV] Marching Cubes
Marching Cubes 정리
triplane
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
high resolution triplane feature vector
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
single shot generation
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
elevation
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
azimuth
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
SAM (Segment Anything Model)
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
Visibility Mask
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
Zero-1-2-3
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
initial gaussian points
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
optical flow
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
4D Gaussian
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
LoRA
[논문리뷰] High Resolution Triplane Feature Vector, Optical Flow, Marching Cube
triplane feature vector, optical flow, marching cube
GAN
[생성모델 연구] GAN 발전동향
GAN 발전동향 정리
Generative Adversarial Network
[생성모델 연구] GAN 발전동향
GAN 발전동향 정리
mode collapse
[생성모델 연구] GAN 발전동향
GAN 발전동향 정리
Attention
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
Attention Pattern
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
Attention Mechanism
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
Transformer
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
GPT3
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
Language Model
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
3Blue1Brown
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
visually explaned
[CV 연구] Transformer Attention Visually Explained
Transformer의 Attention을 시각적으로 이해해봅시다.
blender dataset
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
RGBA
[3D CV 연구] 3DGS background color masking with RGBA images
3DGS background color removal & RGBA
big gaussians culling
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
view-space size culling
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
world-space size culling
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
3dgs bug
[3D CV 연구] 3DGS big gaussians culling in view-space code bug
3DGS original code has a bug for big gaussians culling
SIBR viewer
[3D CV 연구] 3DGS SIBR viewer rendering video
3DGS 결과 비디오 만드는 방법
camera trajectory
[3D CV 연구] 3DGS SIBR viewer rendering video
3DGS 결과 비디오 만드는 방법
visible frustum
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
add densification stats
[3D CV 연구] 3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
3DGS add_densification_stats accumulates the gradient to every Gaussian in the visible frustum
batch rendering using gaussian rasterizer
[3D CV 연구] 3DGS batch rendering using gaussian rasterizer
3DGS batch rendering using gaussian rasterizer
densification
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
densification and pruning
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
densify_until_iter
[3D CV 연구] 3DGS densification and pruning
3DGS densify_until_iter
float16, float 32
[3D CV 연구] 3DGS float32
3DGS는 float32를 사용하는데, float16로 바꿔서 실험해봐도 됩니다.
jacobian
[3D CV 연구] 3DGS jacobian w2c matrix
3DGS jacobian w2c matrix
large-scale scenes
[3D CV 연구] 3DGS The number of points is decreasing when training large-scale scenes
3DGS The number of points is decreasing when training large-scale scenes
number of points
[3D CV 연구] 3DGS The number of points is decreasing when training large-scale scenes
3DGS The number of points is decreasing when training large-scale scenes
opacity activation
[3D CV 연구] 3DGS gaussian opacity activation is sigmoid
3DGS opacity activation은 sigmoid를 사용합니다.
ply
[3D CV 연구] 3DGS의 output .ply
3DGS output .ply파일은 spherical harmonics를 추가 속성으로 포함합니다.
points contribute to pixels
[3D CV 연구] 3DGS How can I get the points’ indices which contribute to the pixels?
3DGS How can I get the points’ indices which contribute to the pixels?
positional gradient
[3D CV 연구] 3DGS positional gradient in NDC/view space not in world space
3DGS positional gradient는 NDC/view space에서 계산됩니다.
scene_info
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
train_cameras
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
test_cameras
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
random shuffling
[3D CV 연구] 3DGS random shuffle significantly impact the performance
3DGS random shuffling으로 input images들을 shuffle하지 않으면 performance가 하락합니다.
scaling_lr
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
position_lr
[3D CV 연구] 3DGS spatial_lr_scale, scaling_lr, position_lr
3DGS spatial_lr_scale
simple-knn
[3D CV 연구] 3DGS submodules installation
3DGS submodules 설치방법
culling
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
sorting
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
tile ID
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
depth keys
[3D CV 연구] 3DGS Sorting gaussians with tile ID and depth keys
3DGS tile ID와 depth keys 기반 sorting을 .cu 파일에서 합니다.
vertex
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
Meshlab Vert
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
정점
[3D CV 연구] 3DGS input & output .ply vertex properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
3DGS input & output .ply properties & Meshlab Vert & Spherical Harmonics (SH) & Mesh
human rendering
[3D CV 연구] 3DGS human rendering ideas
3DGS human rendering ideas
loss
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
render quality
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
real extent
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
move Gaussians
[3D CV 연구] 3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
3DGS Loss not going down and renders look bad, scene에 따른 learning rate 조절
scene size
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
scene complexity
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
spatial learning rate
[3D CV 연구] 3DGS scene size & scene complexity and spatial learning rate
3DGS scene size & scene complexity and spatial learning rate
entropy loss
[3D CV 연구] 3DGS SuGaR entropy loss
3DGS SuGaR entropy loss
splatted
[3D CV 연구] 3DGS SuGaR equations
3DGS SuGaR equations
nearest gaussians
[3D CV 연구] 3DGS SuGaR nearsest gaussians implementation details
3DGS SuGaR equations
joint refinement
[3D CV 연구] 3DGS SuGaR joint refinement of mesh and gaussians
3DGS SuGaR joint refinement of mesh and gaussians
mesh extraction
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
coarse mesh extraction
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
SuGaR refinement
[3D CV 연구] 3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
3DGS SuGaR implementation details of coarse mesh extraction and joint refinement
improve rendering result
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
monochrome
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
background
[3D CV 연구] 3DGS SuGaR how to improve rendering result of simple object in monochrome background
3DGS SuGaR how to improve rendering result of simple object in monochrome background
position_lr_init
[3D CV 연구] 3DGS SuGaR position_lr_init & spatial_lr_scale
3DGS SuGaR position_lr_init & spatial_lr_scale
sdf estimation
[3D CV 연구] 3DGS SuGaR sdf estimation
3DGS SuGaR sdf estimation
synthetic datasets
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
lego
[3D CV 연구] 3DGS SuGaR synthetic datasets
3DGS SuGaR synthetic datasets
video capture
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
custom dataset
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
border artifacts
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
seen area
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
unseen area
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
capture of an object
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
image resolution
[3D CV 연구] 3DGS SuGaR video capture & custom dataset
3DGS SuGaR video capture & custom dataset
rendering, composition and animation
[3D CV 연구] 3DGS SuGaR Rendering, composition and animation
3DGS SuGaR Rendering, composition and animation
implementation
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
refinement
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
360_v2
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
benchmark dataset
[3D CV 연구] 3DGS SuGaR benchmark dataset 360_v2 experiments
3DGS SuGaR benchmark dataset 360_v2 experiments
ffmpeg
[3D CV 연구] 3DGS Tips for using SuGaR your custom data and obtain better reconstructions
3DGS Tips for using SuGaR your custom data and obtain better reconstructions
sdf
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
regularization
[3D CV 연구] 3DGS Tips for using SuGaR regularization sdf or density
3DGS Tips for using SuGaR regularization sdf or density
adapt the scale of the scene
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
bounding box of the scene
[3D CV 연구] 3DGS SuGaR Adapt the scale and the bounding box of the scene
3DGS SuGaR Adapt the scale and the bounding box of the scene
hole in mesh
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
messy ellipsoidal bumps on the mesh surface
[3D CV 연구] 3DGS SuGaR Troublshooting Mesh Issues
3DGS SuGaR Troublshooting Mesh Issues & Poisson Surface Reconstruction
donut tutorial
[BLENDER] Donut tutorial
Blender donut tutorial
mtl file
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
obj file
[BLENDER] 3DGS SuGaR UV map texturing with Blender
3DGS SuGaR UV map texturing with Blender
baking normal map
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
shadowmap
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
lightmap
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
Ambient Occlusion
[BLENDER] Baking은 미리 계산된 텍스쳐 맵
Baking은 3D 그래픽스에서 복잡한 계산을 미리 수행하여 텍스처 맵에 저장하는 과정입니다.
Render Engine (Cycles, EEVEE)
[BLENDER] BASICS of Material Shading
BASICS of Material Shading
flat shading
[BLENDER] Blender Flat Shading, Phong Shading & Normals
Blender Phong Shading & Normals
texture paint
[BLENDER] Blender Texture Painting Experiment
Blender Texture Painting Experiment
wireframe mode
[BLENDER] Blender Texture Painting Experiment
Blender Texture Painting Experiment
Toggle X-Ray
[BLENDER] Blender Texture Painting Experiment
Blender Texture Painting Experiment
inkscape
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
svg file
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
vector image
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
벡터 이미지
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
벡터 파일
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
일러스트레이트
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
그림 그리기
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
제안서
[일러스트] Inkscape 사용법
Inkscape을 사용하여 svg 벡터 이미지 파일을 그릴 수 있습니다.
Surface Normal
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
Face Normal
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
Flat Shading
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
Smooth Shading
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
Gouraud Shading
[BLENDER] Nomral & Shading
Surface Normal, Face Normal, Flat Shading, Smooth Shading, Gouraud Shading, Phong Shading
point
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
line
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
quad
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
polygon
[Mesh] Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
Primitives (Point, Line, Triangle, Quad, Polygon, Diamond)
square (quad)
[Mesh] How Gaussians turn into Primitives in SuGaR model
SuGaR에서 Gaussians이 어떻게 Primitives (diamond 또는 square(=qaud))로 변형되는지 알아봅시다.
surface mesh
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
binding
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
바인딩
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
n_gaussians_per_surface_triangle
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
무게중심
[Mesh] SuGaR coarse mesh & refined mesh extraction
SuGaR에서 coarse mesh와 refined mesh를 extraction하는 방법
3D modeling
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
texture map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
PBR materials
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
albedo map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
specular map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
displacement map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
ambient occlusion map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
metalness map
[Mesh] UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
UV map & Texture map (Diffuse(Color) map, Normal map, Specular map, Displacement map, Ambient Occlusion map, Metalness map, Roughness map)
extract_texture_image_and_uv_from_gaussians
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
무게중심 좌표
[3D CV 연구] 3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
3DGS SuGaR sugar_model.py extract_texture_image_and_uv_from_gaussians
Chamfer distance
[Mesh] Chamfer distance
Chamfer distance
barycentric coordiantes
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
barycentric interpolation
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
n_vertices_per_gaussian
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
TexturesUV
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
mesh texturing
[Mesh] SuGaR triangle(face), n vertices for gaussian, mesh texturing, TexturesUV, TexturesVertex
SuGaR triangle(face), n vertices for gaussian, TexturesUV, TexturesVertex
multi-view
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
depth maps
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
normal maps
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
screened Poisson Reconstruction
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Gaussian Surfels
[Mesh] Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
Surface Reconstruction, multi-view depth maps and normal maps, screened Poisson Reconstruction
load_obj
[Mesh] load_obj, verts, faces_idx, verts_rgb
load_obj, verts, faces_idx, verts_rgb
sdf (signed distance function)
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
eikonal equation
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
아이코널 방정식
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
ray tracing
[Mesh] Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
Surface Reconstruction, SDF (Signed Distance Function)과 Eikonal Equation의 관계
fg_pcd
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
bg_pcd
[Mesh] o3d poisson reconstruction
o3d poisson reconstruction
monocular norm priors
[Rendering] Monocular Normal Priors can mitigate specular reflections
Monocular Normal Priors can mitigate specular reflections
specular reflections
[Rendering] Monocular Normal Priors can mitigate specular reflections
Monocular Normal Priors can mitigate specular reflections
alpha blending process
[3D CV 연구] 3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
3DGS alpha blending & inaccurate surface edge & Modeling sharp surface edges
texture maps
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
texture bake
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
create procedural material
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
procedural material
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
diffuse map
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
metallic
[BLENDER] How To Bake Texture Maps
diffuse map(=color map), roughness map, normal map, metallic map을 baking 해봅시다.
vertex shading
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
fragment shading
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
model space
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
wordl space
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
camera space
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
view screen
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
visibility z buffer depth buffer
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
vertices
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
baycentric coordinates
[Rendering] Vertex Shading, Rasterization, Fragment Shading
컴퓨터 그래픽스 전체 프로세스를 설명하는 최고의 영상
bind new gaussian
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
triangle primitives
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
tiny primitives
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
marching cubes
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
hole and artifacts
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
[논문리뷰] SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
monocular normal priors
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
foreground masks
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
screened Poisson reconstruction
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
shape-radiance ambiguity
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
3D ellipsoid into a 2D ellipse
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
self-supervised normal-depth consistency loss
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
[논문리뷰] High-quality Surface Reconstruction using Gaussian Surfels
affine transform
[3D CV 연구] 3DGS affine approximation of the projective transformation
3DGG affine apprximiation of the projective transformation
sh
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
SH2RGB
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
colors
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
sh_coordinates
[3D CV 연구] 3DGS SH2RGB
3DGS SH2RGB
surface_mesh_to_bind
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
o3d mesh
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
open3d mesh
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
n_points
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
n_gaussians
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
len(tensor)
[3D CV 연구] 3DGS SuGaR surface_mesh_to_bind = o3d_mesh
surface_mesh_to_bind = o3d_mesh & n_points = len(triangles * n_gaussians_per_triangle
faces_uv
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
verts_coords
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
verts_uv
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
texture_img
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
offset
[3D CV 연구] 3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
3DGS SuGaR sugar_model.py _covert_vertex_colors_to_texture
inverse kinematics
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
ik
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
forward kinematics
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
fk
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
skinning
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
human mesh
[BLENDER] Inverse Kinematics (IK) & Forward Kinematics (FK)
fk는 parent bone이 child bone에 영향을, ik는 child bone이 parent bone에 역으로 영향을 미칩니다.
subsurface scattering
[BLENDER] Subsurface Scattering
subsurface scattering
Relightable Gaussian Codec Avatars
[BLENDER] Subsurface Scattering
subsurface scattering
vertex groups
[BLENDER] Weight Painting = Vertex Groups
weights는 vertex groups과 같은 말이고, weights를 조절하여 함께 움직일 vertex groups를 만듭니다.
weights
[BLENDER] Weight Painting = Vertex Groups
weights는 vertex groups과 같은 말이고, weights를 조절하여 함께 움직일 vertex groups를 만듭니다.
weight painting
[BLENDER] Weight Painting = Vertex Groups
weights는 vertex groups과 같은 말이고, weights를 조절하여 함께 움직일 vertex groups를 만듭니다.
armature
[BLENDER] Weight Painting = Vertex Groups
weights는 vertex groups과 같은 말이고, weights를 조절하여 함께 움직일 vertex groups를 만듭니다.
build_covariance
Back to top ↑scaling
Back to top ↑scaling_modifier
Back to top ↑rotation
Back to top ↑3dgs initialization
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
simple knn
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
최근접 알고리즘
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
distCUDA2
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
scale
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
fused color
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
features
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
features_dc
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
features_rest
[3D CV 연구] 3DGS 3D gaussians initialization
3D Gaussian들의 properties를 initilize하는 법을 정리합니다.
self.optimizer.param_groups
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
cat_tensors_to_optimizer
[3D CV 연구] 3DGS self.optimizer.param_groups로 파라미터별로 다른 lr 설정
optimizer.param_groups로 파라미터별로 다른 lr 설정이 가능합니다.
camera_angle_x
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
fovx
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
fovy
[3D CV 연구] 3DGS camera_angle_x, fovx, fovy
fovx에 해당하는 camera_angle_x만 있으면 image의 height, width로 fovy도 계산이 가능합니다.
camera coordinate system
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
ccs
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
wcs
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
viewing direction d
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
viewing dir
[3D CV] NeRF, 3dgs에서 viewing direction d의 의미
NeRF, 3dgs에서 viewing direction d의 의미
add_densification_stats
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
self.xyz_gradient_accum
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
viewspace_point_tensor
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
update_filter
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
denom
[3D CV 연구] 3DGS self.xyz_gradient_accum
self.xyz_gradient_accum 설명
sh degree
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
oneupSHdegree
[3D CV 연구] 3DGS Spherical Harmonics oneupSHdegree
3dgs spherical harmonics
HDR plenoxel
[3D CV 연구] NeRF Spherical Harmonics Coarse-to-Fine training
HDR Plenoxel에서는 coarse-to-fine으로 spherical harmonics를 학습시킵니다.
hash grid
[3D CV 연구] NeRF Spherical Harmonics Coarse-to-Fine training
HDR Plenoxel에서는 coarse-to-fine으로 spherical harmonics를 학습시킵니다.
multi resolution
[3D CV 연구] NeRF Spherical Harmonics Coarse-to-Fine training
HDR Plenoxel에서는 coarse-to-fine으로 spherical harmonics를 학습시킵니다.
Deblurring 3d gaussian splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
[논문리뷰] Deblurring 3D Gaussian Splatting
dynamics 3d gaussian splatting
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
HexPlane
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
KPlanes
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
D-NeRF
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
Dynamic NeRF
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
TiNeu Vox
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
[논문리뷰] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering
dynamic 3d gaussian splatting
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
dynamic 3dgs
[3D CV] 3DGS, Dynamic 3DGS, 4DGS에서 Rotation 역변환을 곱하는 이유
World Space Rotation undo and do
depth estimation
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
scene representation
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
scene understanding
[3D CV] Monocular Depth Estimation
Monocular Depth Estimation
requirements.txt
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
pip install -r requirements.txt
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
torch
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
torch version
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
pytorch
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
pytorch lightning
[Git] pip install -r requirements.txt
requirements.txt를 설치할 때, 미리 설치한 torch가 uninstall되버리고 다른 버전의 torch로 설치되는 문제 해결법
Nomral
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
scaling axis
[3D CV] The smallest scaling axis can be normal in 3D Gaussians
the smallest scale axis in 3D Gaussian becomes a normal
diff-gaussian-rasterization-depth-acc
[CUDA] 3DGS diff-gaussian-rasterization & diff-gaussian-rasterization-depth-acc
CUDA Rasterization, from . import _C
gaussian rasterizer
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
forward.cu
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
backward.cu
[CUDA] 3DGS cuda_rasterizer forward.cu & backward.cu
diff-gaussian-rasterization/cuda_rasterizer/forward.cu
3DCV
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
gaussian sorting
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
gaussian points for each pixel
[3D CV 연구] 3DGS How to get the gaussian points for each pixel
각 pixel에 대한 gaussian points를 얻는 방법
cuda tutorial 1
[CUDA] Pytorch c++/cuda extenstion tutorial 1
Pytorch c++/cuda extension tutorial 1
cuda tutorial 2
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
extra_compile_args
[CUDA] Pytorch c++/cuda extenstion tutorial 2
Pytorch c++/cuda extension tutorial 2
cuda tutorial 3
[CUDA] Pytorch c++/cuda extenstion tutorial 3
Pytorch c++/cuda extension tutorial 3
cuda tutorial 4
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
__global__
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
__device__
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
__host__
[CUDA] Pytorch c++/cuda extenstion tutorial 4
Pytorch c++/cuda extension tutorial 4
cuda tutorial 5
[CUDA] Pytorch c++/cuda extenstion tutorial 5
Pytorch c++/cuda extension tutorial 5
cuda tutorial 6
[CUDA] Pytorch c++/cuda extenstion tutorial 6
Pytorch c++/cuda extension tutorial 6
cuda tutorial
[CUDA] Pytorch c++/cuda extenstion diff-gaussian-rasterization 실습
Pytorch c++/cuda extension diff-gaussian-rasterization
CT projection
[CT 연구] CT projection toobox TIGRE for NeRF dataset
CT Projection toolbox TIGRE
TIGRE
[CT 연구] CT projection toobox TIGRE for NeRF dataset
CT Projection toolbox TIGRE
SAX-NeRF
[CT 연구] CT projection toobox TIGRE for NeRF dataset
CT Projection toolbox TIGRE
MR image domain
[MR 연구] k-space value ranges & image intensity value ranges
fastMRI & skm-tea Real & Simulation 데이터셋 정리
MR k-space domain
[MR 연구] k-space value ranges & image intensity value ranges
fastMRI & skm-tea Real & Simulation 데이터셋 정리
k-space center
[MR 연구] k-space value ranges & image intensity value ranges
fastMRI & skm-tea Real & Simulation 데이터셋 정리
MR dataset
[MR 연구] fastMRI & skm-tea Real & Simulation 데이터셋 정리
fastMRI & skm-tea Real & Simulation 데이터셋 정리
llffhold
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
colmap data
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
readColmapSceneInfo
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
3dgs eval
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
dataset_readers.py
[3D CV] 3DGS test 이미지 고르기
3DGS에서 test 이미지 골라내는 법
3DGS colmap data
[3D CV] COLMAP 사용법 & 3DGS COLMAP Data 구성
COLMAP 사용법 & 3DGS COLMAP Data 구성
MRI
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
GRAPPA
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
SENSE
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
autocalibration
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
eigenvalue
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
null space
[MR 연구] ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
ESPIRiT—An Eigenvalue Approach to AutocalibratingParallel MRI: Where SENSE Meets GRAPPA
scan specific
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
patient specific
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
SENSE (sensitivity encoding)
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
GRAPPA (generalized autocalibrating partially parallel acquisition
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
SPIRiT
[MR 연구] RAKI
Scan‐specific robust artificial‐neural‐networks for k‐space interpolation (RAKI) reconstruction: Database‐free deep learning for fast imaging
sparse view
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
camera pose
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
fewshot
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
few views
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
few-input setting
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
SfM point clouds
[3D CV] NeRF, 3dgs Sparse View Problem
Sparse View setting에서 카메라 포즈는 전체 이미지를 COLMAP으로 돌려서 얻습니다.
disparity map
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
inverse depth map
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
depth budget
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
disparity range
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
positive disparity
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
negative disparity
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
stereo matching
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
single-image depth estimation
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
global disparity shift
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
scale invariance
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
shift invariance
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
disparity space
[3D CV] Disparity map, Inverse Depth map, Depth map
Depth map visualize는 inverse depth로 표현합니다.
reprojection
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
backprojection
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
metric depth
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
depth map reprojection
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
homogeneous coordinate
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
point clouds
[3D CV] Project 2D images to point clouds, depth map backprojection
2D image coordinates에 대한 z value를 알면, 각 픽셀들을 3D로 backprojection한 point clouds를 얻을 수 있습니다.
Dense Matching
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
PDC-Net
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
correspondence
[3D CV] Correspondence Matching Algorithm
Dense Matching으로 2개의 views 사이에서 매칭되는 pixels p,q를 찾을 수 있습니다.
subprocess-exited-with-error
diff-gaussian-rasterization-depth
end of output
This error originates from a subprocess, and is likely not a problem with pip
pip install -e .
pip install --no-build-isolation -e .
.cu 설치
이미지 퍼즐
[일러스트] 이미지 분할법
이미지를 빠르게 바둑판으로 분할하는 법
이미지 직쏘퍼즐
[일러스트] 이미지 분할법
이미지를 빠르게 바둑판으로 분할하는 법
jigsaw puzzle
[일러스트] 이미지 분할법
이미지를 빠르게 바둑판으로 분할하는 법
viewmatrix
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
poses_avg
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
recenter_poses
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
poses_bounds.npy
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
generate_spiral_path
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
generate_ellipse_path
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
focus_pt_fn
[3D CV] viewmatrix, poses_avg, recenter_poses, poses_bounds.npy, generate_spiral_path, generate_ellipse_path
poses에서 자주 나오는 viewmatrix, poses_avg를 알아봅시다.
Rodrigues' rotation
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
angular velocity
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
linear velocity
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
axis-angle representation
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
SO(3)
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
so(3)
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
SE(3)
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
se(3)
[3D CV] Rodrigues’ Rotation Formula, Axis-angle representation
Rodrigues’ Rotation Formula로 현 카메라를 기준으로 가까운 카메라를 고르는 법을 알아봅시다.
Nearest Neighbors
[3D CV] Nearest Neighbors (Ball Tree, KD Tree, Brute force)
Nearest Neighbors (Brute force, KD Tree, Ball Tree) 정리
KNN
[3D CV] Nearest Neighbors (Ball Tree, KD Tree, Brute force)
Nearest Neighbors (Brute force, KD Tree, Ball Tree) 정리
Brute force
[3D CV] Nearest Neighbors (Ball Tree, KD Tree, Brute force)
Nearest Neighbors (Brute force, KD Tree, Ball Tree) 정리
KD Tree
[3D CV] Nearest Neighbors (Ball Tree, KD Tree, Brute force)
Nearest Neighbors (Brute force, KD Tree, Ball Tree) 정리
Ball Tre
[3D CV] Nearest Neighbors (Ball Tree, KD Tree, Brute force)
Nearest Neighbors (Brute force, KD Tree, Ball Tree) 정리
표면 메시(surface mesh)
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
3D Delaunay triangulation
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
사면체(tetrahedra)
[3D CV] Extract surface meshes from 3D points with Delaunay triangulation
Point cloud로부터 Delaunay triangulation로 surface mesh를 추출하는 방법 및 코드
Barycentric coordinates
[3D CV] Barycentric Coordinates with Applications in Mesh Deformation
Barycentric Coordinates with Applications in Mesh Deformation
mesh deformation
[3D CV] Barycentric Coordinates with Applications in Mesh Deformation
Barycentric Coordinates with Applications in Mesh Deformation
Thin Plate Splines
[3D CV] Thin Plate Splines (TPS)
Thin Plate Splines (TPS)에 대해 알아봅시다.
Deformation
[3D CV] Thin Plate Splines (TPS)
Thin Plate Splines (TPS)에 대해 알아봅시다.
control points
[3D CV] Thin Plate Splines (TPS)
Thin Plate Splines (TPS)에 대해 알아봅시다.
source points
[3D CV] Thin Plate Splines (TPS)
Thin Plate Splines (TPS)에 대해 알아봅시다.
target points
[3D CV] Thin Plate Splines (TPS)
Thin Plate Splines (TPS)에 대해 알아봅시다.
container
[Docker] Docker container attach to VSCode
Docker container를 VScode에 attach하는 법을 알아봅시다.
attach to VScode
[Docker] Docker container attach to VSCode
Docker container를 VScode에 attach하는 법을 알아봅시다.
docker group
[Docker] Docker container attach to VSCode
Docker container를 VScode에 attach하는 법을 알아봅시다.
DSBSCAN clustering
[3D CV] DBSCAN clustering
DBSCAN(밀도 기반 클러스터링)에 대해 알아봅시다.
Density based clustering
[3D CV] DBSCAN clustering
DBSCAN(밀도 기반 클러스터링)에 대해 알아봅시다.
밀도 기반 클러스터링
[3D CV] DBSCAN clustering
DBSCAN(밀도 기반 클러스터링)에 대해 알아봅시다.
monodepth
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
COLMAP coordinate
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
Depth Anything
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
DPT
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
mono depth estimation
[3D CV 연구] How to scale monodepth to COLMAP coordinate
Monodepth를 COLMAP coordinate로 rescaling하는 법을 알아봅시다.
scene.cameras_extent
[3D CV 연구] 3DGS scene.cameras_extent
3dgs scene.cameras_extent
COLMAP unit
[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
COLMAP depth unit
[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
real-world scales
[3D CV 연구] 3DGS COLMAP depth unit
COLMAP의 real-world scales를 알 수는 없습니다.
docker contrainer
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
도커 컨테이너
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
conda
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
conda env
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
environment.yml
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
conda env create --file environment.yml
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
무한로딩
[Conda] conda env create –file environment.yml
conda env create –file environment.yml
git clone
[Github] git@github.com: Permission denied (publickey) 에러 해결
git@github.com: Permission denied (publickey) 에러 해결
VSCode
[코딩꿀팁] VSCode, CursorAI Extension 추천
VSCode, CursorAI 에디터 Extension 추천
CursorAI
[코딩꿀팁] VSCode, CursorAI Extension 추천
VSCode, CursorAI 에디터 Extension 추천
Extension
[코딩꿀팁] VSCode, CursorAI Extension 추천
VSCode, CursorAI 에디터 Extension 추천
Prettier
[코딩꿀팁] VSCode, CursorAI Extension 추천
VSCode, CursorAI 에디터 Extension 추천
git merge
[Git] Git Merge 충돌 해결법
Git merge 충돌 해결
git init
Back to top ↑git commit
Back to top ↑git push
Back to top ↑git pull
[Git] Github repository, git pull, 깃으로 협업하는 법
Github repository를 로컬 프로젝트에 내려받기
github group project
[Git] Github로 그룹 프로젝트 하는 법
Github group project
branch
[Git] Github로 그룹 프로젝트 하는 법
Github group project
develop branch
[Git] Github로 그룹 프로젝트 하는 법
Github group project
깃허브 그룹 프로젝트
[Git] Github로 그룹 프로젝트 하는 법
Github group project