Yolo projects on GitHub

Real-time object detection model family and training frameworks.

As of October 19, 2026, the most-starred Yolo projects on GitHub are ultralytics (62.6K stars), yolov5 (58.2K stars) and supervision (51.2K stars). GitHub.Locker tracks 21 Yolo repositories with 456.7K stars combined. The fastest-growing on October 17 was VisioCraft, with +45 stars in a day.

21Projects

456.7KStars in total

+178Stars in a day

Browse in the catalog →github.com/topics/yolo ↗

Hot right now

Most stars gained in a day · Oct 17

+45

VisioCraft

AhmadHassan-BTed/VisioCraft · ★ 658

An AI-powered web suite for advanced image processing and generation. VisioCraft integrates state-of-the-art computer vision models; including YOLO, SAM, and LaMa; to provide seamless object extraction, content-aware fill, and image generation through an interactive canvas UI.

+34

VideoHighlighter

Aseiel/VideoHighlighter · ★ 240

A free, open-source desktop app that finds and explains the strong moments in your footage, then exports a highlight reel and clips — an offline alternative to Twelve Labs, Runway and Descript.

+24

ultralytics

ultralytics/ultralytics · ★ 62.6K

Ultralytics YOLO is a family of state-of-the-art computer vision models (YOLO26, YOLO11, YOLOv8, etc.) covering object detection, instance segmentation, semantic segmentation, image classification, pose estimation, oriented object detection, depth estimation, and multi-object tracking in video.

+17

supervision

roboflow/supervision · ★ 51.2K

Supervision is a Python library with reusable computer vision building blocks: detection/segmentation/classification result handling, annotators, trackers, and dataset utilities that plug into any model.

The all-time top

21 projects · by stars

#1 · ultralytics/ultralytics
ultralytics
Ultralytics YOLO is a family of state-of-the-art computer vision models (YOLO26, YOLO11, YOLOv8, etc.) covering object detection, instance segmentation, semantic segmentation, image classification, pose estimation, oriented object detection, depth estimation, and multi-object tracking in video.
62.6K
#2 · ultralytics/yolov5
yolov5
YOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.
58.2K
#3 · roboflow/supervision
supervision
Supervision is a Python library with reusable computer vision building blocks: detection/segmentation/classification result handling, annotators, trackers, and dataset utilities that plug into any model.
51.2K

4
mmdetection
33Kopen-mmlab/mmdetection · Python
MMDetection is an open source object detection toolbox built on PyTorch, part of the OpenMMLab project, that supports object detection, instance segmentation, panoptic segmentation, and semi-supervised detection.
5
label-studio
28.5KHumanSignal/label-studio · TypeScript
Label Studio is an open source data labeling and annotation tool: you label audio, text, images, videos, and time series in a browser UI and export the results in formats ready for ML training.
6
darknet
26.5Kpjreddie/darknet · C
Darknet is an open source neural network framework written in C and CUDA, used for training and running deep learning models for computer vision tasks like object detection (YOLO).
7
deep-learning-for-image-processing
26.4KWZMIAOMIAO/deep-learning-for-image-processing · Python
A video-based deep learning course that walks through classic computer-vision architectures for image classification, object detection, segmentation and keypoint detection, pairing each network with a lecture and runnable code.
8
labelImg
25KHumanSignal/labelImg · Python
A graphical image annotation tool: you draw bounding boxes around objects in images to build labeled datasets for object detection. Created by Tzutalin, it now lives with the Label Studio community.
9
candle
21.2Khuggingface/candle · Rust
Candle is a minimalist machine learning framework for Rust, focused on performance (including GPU support) and ease of use. It ships with ready examples for LLMs, speech, vision and text-to-image models.
10
deeplearning_ai_books
21.2Kfengdu78/deeplearning_ai_books · HTML
A Chinese-language collection of notes covering Andrew Ng's (吴恩达) Deep Learning Specialization on Coursera — five courses on neural networks, hyperparameter tuning, structuring ML projects, CNNs, and sequence models.
11
cvat
17Kcvat-ai/cvat · Python
CVAT is an open-source, self-hosted data annotation platform for building labeled datasets from images, video, and 3D point clouds, used for computer vision and visual AI projects.
12
labelme
16.2Kwkentaro/labelme · Python
Labelme is a graphical image annotation tool written in Python: you draw polygons, rectangles, circles, lines and points on images to build labeled datasets for computer vision work.
13
yolov10
11.3KTHU-MIG/yolov10 · Python
YOLOv10 is a real-time object detection model (NeurIPS 2024) that removes the need for non-maximum suppression (NMS) post-processing, enabling true end-to-end detection with lower latency than previous YOLO versions.
14
openvino
11Kopenvinotoolkit/openvino · C++
OpenVINO is Intel's open-source toolkit for optimizing and deploying AI inference — it takes trained deep learning models for vision, speech, NLP, and generative AI and runs them faster, from edge devices to cloud servers.
15
X-AnyLabeling
10.7KCVHub520/X-AnyLabeling · Python
A free cross-platform desktop app for AI-assisted annotation of text, image, video, and multimodal data — manual labeling tools plus built-in deep learning models that pre-label or batch-annotate, with multi-format export.
16
YOLOX
10.7KMegvii-BaseDetection/YOLOX · Python
YOLOX is an object detector: an anchor-free version of YOLO with a simpler design but better performance, built to bridge the gap between research and industrial communities. The project says it outperforms YOLOv3-v5.
17
yolov3
10.6Kultralytics/yolov3 · Python
Ultralytics' PyTorch implementation of the YOLOv3 real-time object detector, packaging three model variants - YOLOv3, YOLOv3-SPP and YOLOv3-tiny - with training, validation, inference and multi-format export tooling.
18
PDF-Extract-Kit
10Kopendatalab/PDF-Extract-Kit · Python
PDF-Extract-Kit is an open-source Python toolkit that bundles state-of-the-art models for layout detection, formula detection, formula recognition, OCR, and table recognition to pull high-quality content out of complex PDF documents.
19
reBot-DevArm
4.4KSeeed-Projects/reBot-DevArm · Python
reBot-DevArm is a fully open-source robotic arm project (B601-DM and B601-RS models) aimed at lowering the barrier to learning Embodied AI, with all hardware files, BOM, and software openly released.
20
VisioCraft
658AhmadHassan-BTed/VisioCraft · Python
An AI-powered web suite for advanced image processing and generation. VisioCraft integrates state-of-the-art computer vision models; including YOLO, SAM, and LaMa; to provide seamless object extraction, content-aware fill, and image generation through an interactive canvas UI.
21
VideoHighlighter
240Aseiel/VideoHighlighter · Python
A free, open-source desktop app that finds and explains the strong moments in your footage, then exports a highlight reel and clips — an offline alternative to Twelve Labs, Runway and Descript.