GitHub stars · StarDay

1ultralytics / ultralyticsA toolkit for object detection and related vision tasks.PythonAGPL-3.0 · Share derivative source63,171

2ultralytics / yolov5Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.AGPL-3.0 · Share derivative source58,251

3huggingface / pytorch-image-modelsThe 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 morePythonApache-2.0 · Permissive37,265

4HumanSignal / label-studioLabel Studio is a multi-type data labeling and annotation tool with standardized output formatTypeScriptApache-2.0 · Permissive28,643

5lucidrains / vit-pytorchImplementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in PytorchPythonMIT · Permissive25,561

6jacobgil / pytorch-grad-camAdvanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.PythonMIT · Permissive13,009

7chenyuntc / pytorch-bookPyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation ("Deep Learning Framework PyTorch: Getting Started and Practical Combat")Jupyter NotebookMIT · Permissive12,847

8extreme-assistant / CVPR2024-Paper-Code-Interpretationcvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 paper/code/interpretation/live broadcast collection, compiled by Jishi teamLicense not declared12,459

9voxel51 / fiftyoneRefine high-quality datasets and visual AI modelsTypeScriptApache-2.0 · Permissive11,277

10CVHub520 / X-AnyLabelingX-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.PythonGPL-3.0 · Share derivative source10,901

11satellite-image-deep-learning / techniquesTechniques for deep learning with satellite & aerial imageryApache-2.0 · Permissive10,299

12OpenGVLab / InternVL[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. An open source multi-modal dialogue model close to the performance of GPT-4oPythonMIT · Permissive10,169

13roboflow / notebooksA collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.Jupyter NotebookLicense not declared9,743

14NirantK / awesome-project-ideasCurated list of Machine Learning, NLP, Vision, Recommender Systems Project IdeasMIT · Permissive9,372

15dmlc / gluon-cvGluon CV ToolkitPythonApache-2.0 · Permissive5,913

16PaddlePaddle / PaddleClasA treasure chest for visual classification and recognition powered by PaddlePaddlePythonApache-2.0 · Permissive5,859

17humphd / have-fun-with-machine-learningAn absolute beginner's guide to Machine Learning and Image Classification with Neural NetworksPythonLicense not declared5,117

18weiaicunzai / pytorch-cifar100Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)PythonLicense not declared4,782

19quark0 / dartsDifferentiable architecture search for convolutional and recurrent networksPythonApache-2.0 · Permissive3,999

20open-mmlab / mmpretrainOpenMMLab Pre-training Toolbox and BenchmarkPythonApache-2.0 · Permissive3,862