Tensors and Dynamic neural networks in Python with strong GPU acceleration

Models and examples built with TensorFlow

Ultralytics YOLO 🚀

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

OpenMMLab Detection Toolbox and Benchmark

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Magenta: Music and Art Generation with Machine Intelligence

Ready-to-use SRT / WebRTC / RTSP / RTMP / LL-HLS / MPEG-TS / RTP media server and media proxy that allows to read, publish, proxy, record and playback video and audio streams.

PyTorch implementations of Generative Adversarial Networks.

WebRTC/RTSP/RTMP/HTTP/HLS/HTTP-FLV/WebSocket-FLV/HTTP-TS/HTTP-fMP4/WebSocket-TS/WebSocket-fMP4/GB28181/SRT/STUN/TURN server and client framework based on C++11

End-to-End Object Detection with Transformers

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

科学上网插件的离线安装包储存在这里

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

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Documentation on how to access and use the Quick, Draw! Dataset.

Graph Convolutional Networks in PyTorch

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

Official DeiT repository

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

Open source Structure-from-Motion pipeline

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

Lightweight Python library for adding real-time multi-object tracking to any detector.

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)