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Starred repositories
SOTA Semantic Segmentation Models in PyTorch
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
Awesome paper list with code about generative adversarial nets
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"
Coding the Machine Learning Tutorial for Learning to Learn
An implementation of EQFace: A Simple Explicit Quality Network for Face Recognition (https://arxiv.org/abs/2105.00634, CVPRW 2021)
Summaries of the papers on Object detection
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
A face database with a large number of high-quality attribute annotations
SYSU-30k Dataset of "Weakly Supervised Person Re-ID: Differentiable Graphical Learning and A New Benchmark" https://arxiv.org/abs/1904.03845
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
From Handcrafted to Deep Features for Pedestrian Detection: A Survey (TPAMI 2021)
The most cited deep learning papers
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
A paper list of object detection using deep learning.
A faster pytorch implementation of faster r-cnn
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
Code and information for face image quality assessment with SER-FIQ
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
The fastai book, published as Jupyter Notebooks
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.