XiaoKangW's repositories
3d_inverse_renderer
Python-based Blender simulator of photorealistic 3D models, with ground truth PBR geometry & material outputs for training AI
awesome-implicit-representations
A curated list of resources on implicit neural representations.
Awesome-InverseRendering
List of awesome papers on Inverse Rendering
blender
clone of git://git.blender.org/blender.git + my branches
Depth-Map-Visualizer
Convert depth map to a 3D mesh
frankmocap
A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator
HDR-Plenoxels
[ECCV'22] Official PyTorch Implementation of "HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields"
Illumination-Estimation
EMLight: Lighting Estimation via Spherical Distribution Approximation [AAAI 2021] and Sparse Needlets for Lighting Estimation with Spherical Transport Loss [ICCV 2021]
IndoorInverseRendering
[SIGGRAPH Asia'22] Learning-based Inverse Rendering of Complex Indoor Scenes with Differentiable Monte Carlo Raytracing
InvRender
Code for "Modeling Indirect Illumination for Inverse Rendering", CVPR 2022
kubric
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
Mask2Former
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
nerf_atlas
A collection of NeRF extensions for fun and experimentation.
neurecon
Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.
New-View-Synthesis
Collecting papers about new view synthesis
OpenGraphic
Graphic Engine & Game Engine lists
OptixRenderer
An optix-based GPU path tracer
pointnerf
Point-NeRF: Point-based Neural Radiance Fields
psnerf
PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo (ECCV 2022)
pytorch-3dunet
3D U-Net model for volumetric semantic segmentation written in pytorch
redner
Differentiable rendering without approximation.
zipnerf-pytorch
Unofficial implementation of ZipNeRF