tangzj Goto Github PK

Type: User

Company: NTU S-Lab

Bio: Ph.D Candidate @ NTU S-Lab // SenseTime Algorithm Researcher Oxford University Alumni National University of Singapore Alumni

Location: Singapore

tangzj's Projects

NeRFuser

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

Official code for NeuS2

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

Official Code Release for SIGGRAPH 2023 Paper: Relighting Neural Radiance Fields with Shadow and Highlight Hints

Code for "Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering", ICCV 2021

A PyTorch implementation of DeepMind's Perceiver IO with PyTorch Lightning scripts for distributed training

PointNet++ implementation practice on ModelNet/Sanford3D in PyTorch 1.2.0

Python code for "Probabilistic Machine learning" book by Kevin Murphy

A From-Scratch PyTorch Implementation of "Colorful Image Colorization" by Zhang et al.

Spherical harmonics for radiance maps in python (numpy)

Codes for: "SPIDR: SDF-based Neural Point Fields for Illumination and Deformation"

Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

[CVPR 2023] TensoIR: Tensorial Inverse Rendering

Lightning fast C++/CUDA neural network framework

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.