yichuan9527

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), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

byteps

A high performance and generic framework for distributed DNN training

Awesome-Incremental-Learning

Awesome Incremental Learning

Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

ICCV2023-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

awesome-research

:seedling: a curated list of tools to help you with your research/life; I built a front end around this repo, please use the link below [This repo is Not Maintained Anymore]

mmaction

An open-source toolbox for action understanding based on PyTorch

awesome-reid-dataset

Collection of public available person re-identification datasets

PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

fewshot-face-translation-GAN

Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.

C-3-Framework

An open-source PyTorch code for crowd counting

MixMatch-pytorch

Code for "MixMatch - A Holistic Approach to Semi-Supervised Learning"

pytorch-memonger

Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

deepMOT

Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)

pytorch-cpn

A PyTorch re-implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

tf2rl

TensorFlow2 Reinforcement Learning

VeRidataset

This is the project page for veri dataset which is a large scale image dataset for vehicle re-identification in urban traffic surveillance.

RetinaFace-Cpp

RetinaFace detector with C++

awesome_video_person_reid

papers collection and understanding for video person re-identification

face-dataset

Face related datasets

STE-NVAN

Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification (BMVC 2019)

efficientnet

EfficientNets snapshot

Pytorch_Quantize_impls

Some recent Quantizing techniques on PyTorch

18663_Project_FBNet

Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)

SFT-ReID

My implementation of Spectral-Feature-Transformation-ReID, link to the paper: https://arxiv.org/abs/1811.11405

SafeAugmentation