Top Object Detection repositories

Biggest movers this week

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

git clone https://github.com/roboflow/rf-detr.git

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

git clone https://github.com/Megvii-BaseDetection/YOLOX.git

git clone https://github.com/IDEA-Research/GroundingDINO.git

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

Top 35 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. #549
   blakeblackshear/frigate

   NVR with realtime local object detection for IP cameras

   • Diamond IV

   1,957 Elo −1837.4kPython
3. #622
   mudler/LocalAI

   LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU…

   • Diamond V

   1,935 Elo −1850.3kGo
4. #732
   roboflow/supervision

   We write your reusable computer vision tools. 💜

   • Emerald I

   1,910 Elo −2551.6kPython
5. #1,560
   ultralytics/yolov5

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

   • Emerald V

   1,777 Elo −3558.2kPython
6. #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
7. #2,164
   open-mmlab/mmdetection

   OpenMMLab Detection Toolbox and Benchmark

   • Platinum II

   1,709 Elo −6133kPython
8. #2,519
   WZMIAOMIAO/deep-learning-for-image-processing

   deep learning for image processing including classification and object-detection etc.

   • Platinum III

   1,674 Elo −8726.4kPython
9. #2,597
   roboflow/rf-detr

   RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO…

   • Platinum IV

   1,668 Elo +3610kPython
10. #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
11. #2,815
    matterport/Mask_RCNN

    Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

    • Platinum IV

    1,651 Elo −7325.5kPython
12. #3,280
    amusi/CVPR2026-Papers-with-Code

    CVPR 2026 论文和开源项目合集

    • Gold I

    1,618 Elo −4822.9k
13. #3,950
    PaddlePaddle/PaddleDetection

    Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object…

    • Gold III

    1,576 Elo −714.4kPython
14. #4,140
    voxel51/fiftyone

    Refine high-quality datasets and visual AI models

    • Gold III

    1,565 Elo +4511.3kTypeScript
15. #4,390
    Megvii-BaseDetection/YOLOX

    YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO…

    • Gold IV

    1,551 Elo +2510.7kPython
16. #4,785
    autogluon/autogluon

    Fast and Accurate ML in 3 Lines of Code

    • Gold V

    1,530 Elo +810.8kPython
17. #5,337
    IDEA-Research/GroundingDINO

    [ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set…

    • Silver I

    1,504 Elo +2010.7kPython
18. #5,389
    ultralytics/yolov3

    PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation…

    • Silver I

    1,501 Elo −1110.6kPython
19. #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
20. #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
21. #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
22. #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
23. #5,991
    hoya012/deep_learning_object_detection

    A paper list of object detection using deep learning.

    • Silver III

    1,474 Elo −4811.3kPython
24. #6,253
    dusty-nv/jetson-inference

    Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA…

    • Silver IV

    1,462 Elo −379kC++
25. #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
26. #6,811
    satellite-image-deep-learning/techniques

    Techniques for deep learning with satellite & aerial imagery

    • Silver V

    1,440 Elo −2210.3k
27. #7,452
    OlafenwaMoses/ImageAI

    A python library built to empower developers to build applications and systems with self-contained Computer Vision…

    • Bronze II

    1,416 Elo −228.8kPython
28. #7,653
    open-mmlab/mmdetection3d

    OpenMMLab's next-generation platform for general 3D object detection.

    • Bronze II

    1,408 Elo +76.5kPython
29. #7,760
    microsoft/computervision-recipes

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

    • Bronze II

    1,404 Elo −159.8kJupyter Notebook
30. #7,914
    microsoft/ailab

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

    • Bronze III

    1,399 Elo +17.8kC#
31. #7,963
    amusi/awesome-object-detection

    Awesome Object Detection based on handong1587 github…

    • Bronze III

    1,397 Elo −117.5k
32. #8,415
    tensorlayer/TensorLayer

    Deep Learning and Reinforcement Learning Library for Scientists and Engineers

    • Bronze IV

    1,379 Elo −147.3kPython
33. #8,711
    amusi/daily-paper-computer-vision

    记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

    • Bronze V

    1,365 Elo −146.8k
34. #8,715
    PaddlePaddle/PaddleX

    All-in-One Development Tool based on PaddlePaddle

    • Bronze V

    1,365 Elo −16.2kPython
35. #9,001
    google/automl

    Google Brain AutoML

    • Copper I

    1,350 Elo −66.4kJupyter Notebook