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Xiao Li's Projects

accelerate icon accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

cmr icon cmr

Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

deca icon deca

DECA: Detailed Expression Capture and Animation

deep3dfacerecon_pytorch icon deep3dfacerecon_pytorch

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.

dirt icon dirt

DIRT: a fast differentiable renderer for TensorFlow

dns-challenge icon dns-challenge

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

frankmocap icon frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

imaginaire icon imaginaire

NVIDIA PyTorch GAN library with distributed and mixed precision support

kaolin icon kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

nvdiffrast icon nvdiffrast

Nvdiffrast - Modular Primitives for High-Performance Differentiable Rendering

patchmatch icon patchmatch

GPU and CPU implementation of Patchmatch in Python!

pytorch-adain icon pytorch-adain

Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]

pytorch-lightning icon pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

pytorch3d icon pytorch3d

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

redner icon redner

A differentiable Monte Carlo path tracer

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