Peter Lin

tvm. Terminal Velocity Matching

MagiAttention. A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Data Training

Adversarial-Flow-Models. Python

SeedVR. Repo for SeedVR2 (ICLR2026) & SeedVR (CVPR2025 Highlight)

rebiber. A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

NATTEN. Fast Multi-dimensional Sparse Attention

Cold-Diffusion-Models. Official implementation of Cold-Diffusion for different transformations in pytorch.

humannerf. HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

RobustVideoMatting. Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

refit. The automatic type-safe REST library for .NET Core, Xamarin and .NET. Heavily inspired by Square's Retrofit library, Refit turns your REST API into a live interface.

RestEase. Easy-to-use typesafe REST API client library for .NET Standard 1.1 and .NET Framework 4.5 and higher, which is simple and customisable. Inspired by Refit

eg3d. Python

stylegan3. Official PyTorch implementation of StyleGAN3

pytorch3d. PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

alias-free-gan. Alias-Free GAN project website and code

alias-free-gan-pytorch. Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

antialiased-cnns. pip install antialiased-cnns to improve stability and accuracy

pytorch-image-models. The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

decord. An efficient video loader for deep learning with smart shuffling that's super easy to digest

aframe. :a: Web framework for building virtual reality experiences.

efficientnet-pytorch. A PyTorch implementation of "EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks".

stylegan2-ada-pytorch. StyleGAN2-ADA - Official PyTorch implementation

stylegan2-pytorch. Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

HUMBI. This repository contains official code (in MATLAB) for exploring and visualizing HUMBI dataset introduced in the paper "HUMBI: A Large Multiview Dataset of Human Body Expressions" (CVPR 2020).

pix2pixHD. Synthesizing and manipulating 2048x1024 images with conditional GANs

expose. ExPose - EXpressive POse and Shape rEgression

BackgroundMattingV2. Real-Time High-Resolution Background Matting

awesome-3d-human.

MonoPort. Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)

KinectV2DepthPoints. C#

KinectStudy-Unity. C#

3d-photo-inpainting. [CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

simple_depth_from_motion. Jupyter Notebook

consistent_depth. We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

deep_human. Code for iccv2019 paper "A Neural Network for Detailed Human Depth Estimation from a Single Image"

pifuhd. High-Resolution 3D Human Digitization from A Single Image.

pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

Background-Matting. Background Matting: The World is Your Green Screen

BackgroundMattingV2-TensorFlow. TensorFlow implementation of Real-Time High-Resolution Background Matting

DeepLabV3Plus-Pytorch. Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

pytorch-deeplab-xception. DeepLab v3+ model in PyTorch. Support different backbones.

deeplabv3plus-pytorch. Here is a pytorch implementation of deeplabv3+ supporting ResNet(79.155%) and Xception(79.945%). Multi-scale & flip test and COCO dataset interface has been finished.

nlp_tasks. Natural Language Processing Tasks and References

google-images-download. Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!