Top Image Classification repositories

Biggest movers this week

git clone https://github.com/voxel51/fiftyone.git

git clone https://github.com/CVHub520/X-AnyLabeling.git

git clone https://github.com/ultralytics/ultralytics.git

git clone https://github.com/microsoft/ailab.git

Top 20 on the Elo ladder

1. #365
   ultralytics/ultralytics

   Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image…

   • Diamond III

   2,031 Elo +763.4kPython
2. #1,365
   HumanSignal/label-studio

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

   • Emerald IV

   1,803 Elo −2328.6kTypeScript
3. #1,560
   ultralytics/yolov5

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

   • Emerald V

   1,777 Elo −3558.2kPython
4. #1,624
   cvat-ai/cvat

   CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and…

   • Emerald V

   1,770 Elo −1617.1kPython
5. #2,288
   huggingface/pytorch-image-models

   The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and…

   • Platinum II

   1,697 Elo −537.2kPython
6. #2,624
   CVHub520/X-AnyLabeling

   X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image…

   • Platinum IV

   1,666 Elo +3610.9kPython
7. #2,880
   lucidrains/vit-pytorch

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

   • Platinum V

   1,646 Elo −4725.5kPython
8. #3,683
   HumanSignal/labelImg

   LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer…

   • Gold II

   1,593 Elo −6525kPython
9. #4,140
   voxel51/fiftyone

   Refine high-quality datasets and visual AI models

   • Gold III

   1,565 Elo +4511.3kTypeScript
10. #5,183
    chenyuntc/pytorch-book

    PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation…

    • Silver I

    1,511 Elo −3512.8kJupyter Notebook
11. #5,462
    jacobgil/pytorch-grad-cam

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object…

    • Silver II

    1,498 Elo −4313kPython
12. #5,480
    microsoft/Swin-Transformer

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

    • Silver II

    1,498 Elo −3616kPython
13. #5,707
    roboflow/notebooks

    A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from…

    • Silver II

    1,487 Elo −179.7kJupyter Notebook
14. #5,748
    albumentations-team/albumentations

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

    • Silver II

    1,485 Elo −4015.2kPython
15. #6,095
    NirantK/awesome-project-ideas

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

    • Silver III

    1,469 Elo −59.3k
16. #6,278
    extreme-assistant/CVPR2024-Paper-Code-Interpretation

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

    • Silver IV

    1,461 Elo −3612.4k
17. #6,811
    satellite-image-deep-learning/techniques

    Techniques for deep learning with satellite & aerial imagery

    • Silver V

    1,440 Elo −2210.3k
18. #7,760
    microsoft/computervision-recipes

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

    • Bronze II

    1,404 Elo −159.8kJupyter Notebook
19. #7,914
    microsoft/ailab

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

    • Bronze III

    1,399 Elo +17.8kC#
20. #7,984
    OpenGVLab/InternVL

    [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

    • Bronze III

    1,396 Elo −910.1kPython