Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

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• Updated Nov 12, 2026
• Python

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

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• Updated Nov 7, 2026
• Python

The 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 more

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• Updated Nov 7, 2026
• Python

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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• Updated Nov 12, 2026
• TypeScript

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

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• Updated Nov 7, 2026
• Python

LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

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• Updated Jun 7, 2024
• Python

CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

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• Updated Nov 12, 2026
• Python

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

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• Updated Jul 24, 2024
• Python

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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• Updated Jun 25, 2025
• Python

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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• Updated Nov 1, 2026
• Python

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》)

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• Updated Dec 24, 2023
• Jupyter Notebook

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

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• Updated Apr 25, 2024

Refine high-quality datasets and visual AI models

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• Updated Nov 12, 2026
• TypeScript

X-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.

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• Updated Nov 8, 2026
• Python

Techniques for deep learning with satellite & aerial imagery

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• Updated Nov 7, 2026

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

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• Updated Sep 22, 2025
• Python

Best Practices, code samples, and documentation for Computer Vision.

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• Updated Feb 16, 2024
• Jupyter Notebook

A 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.

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• Updated Sep 22, 2026
• Jupyter Notebook

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

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• Updated Mar 13, 2023

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

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• Updated Jun 26, 2024
• C#