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Kai Zhang's Projects

atlas icon atlas

a texture atlas generator for the texture mapping project

coursera-machine-learning icon coursera-machine-learning

Here are the quiz answers and programming assignments' solutions for the course "Machine Learning" and five specializations in Coursera taught by Mr. Andrew Ng from Stanford University.

cumcubes icon cumcubes

CUDA implementation of Marching Cubes for Python (Depends on torch)

differentiable_volumetric_rendering icon differentiable_volumetric_rendering

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

high-res-stereo icon high-res-stereo

Hierarchical Deep Stereo Matching on High Resolution Images, CVPR 2019.

iron icon iron

Inverse rendering by optimizing neural SDF and materials from photometric images

meshsdf icon meshsdf

Signed Distance Function from triangle mesh.

opencv icon opencv

Open Source Computer Vision Library

physg icon physg

Code for PhySG: Inverse Rendering with Spherical Gaussians for Physics-based Relighting and Material Editing

physg-website icon physg-website

PhySG: Inverse Rendering with Spherical Gaussians forPhysics-based Material Editing and Relighting

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

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