xuliangcs

HRFormer

This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".

sam

SAM: Sharpness-Aware Minimization (PyTorch)

cheatsheets

Official Matplotlib cheat sheets

RAFT

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

PVT

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)

android-demo-app

PyTorch android examples of usage in applications

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

Deformable-ConvNets

Deformable Convolutional Networks

DPT

Dense Prediction Transformers

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

video-nonlocal-net

Non-local Neural Networks for Video Classification

chm

Official PyTorch Implementation of Convolutional Hough Matching Networks, CVPR 2021 (oral)

RepVGG

RepVGG: Making VGG-style ConvNets Great Again

SPADE

Semantic Image Synthesis with SPADE

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

TokenPose

Implementation for : TokenPose: Learning Keypoint Tokens for Human Pose Estimation （https://arxiv.org/abs/2104.03516）. Accepted by ICCV 2021.

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

vision_transformer

FingerprintImageQuality

MiDeCon: Minutia Detection Confidence for Unsupervised and Accurate Minutia and Fingerprint Quality Assessment

DA_visualization

[CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai

HRNet-Semantic-Segmentation

The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919

tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Semantic-Segmentation-Loss-Functions

This Repository is implementation of majority of Semantic Segmentation Loss Functions

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper