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#object-detection (30 Repositories)

Ranked open-source repositories tagged with #object-detection, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

83.5%

Avg Review Latency

51.5h

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30 repositories tagged #object-detection

S TierPython 3.6k

roflcoopter/viseron

Self-hosted, local only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home, office or any other place you want to monitor.

80.6%
Merge Rate
2h
First Review
75%
1st-Timers
5
Maintainers
A TierPython 567

albumentations-team/AlbumentationsX

Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.

88.2%
Merge Rate
17h
First Review
50%
1st-Timers
9
Maintainers
A TierTypeScript 108

Kitware/dive

Media annotation and analysis tools for web and desktop. Get started at https://viame.kitware.com

81.5%
Merge Rate
2d
First Review
60%
1st-Timers
8
Maintainers
A TierJavaScript 193

PeculiarVentures/GammaCV

GammaCV is a WebGL accelerated Computer Vision library for browser

94.1%
Merge Rate
4h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 58.1k

ultralytics/yolov5

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

87.7%
Merge Rate
<1h
First Review
100%
1st-Timers
3
Maintainers
A TierPython 348

ultralytics/xview-yolov3

YOLOv3 training, preprocessing, validation, and inference for object detection in xView satellite imagery and the xView detection challenge.

90.0%
Merge Rate
<1h
First Review
67%
1st-Timers
2
Maintainers
A TierPython 10.6k

ultralytics/yolov3

PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation, inference, and multi-format export.

94.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 62.4k

ultralytics/ultralytics

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

72.3%
Merge Rate
-
First Review
52%
1st-Timers
76
Maintainers
B TierPython 848

insight-platform/Savant

Python Computer Vision & Video Analytics Framework With Batteries Included

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
4
Maintainers
A TierRust 191

ultralytics/inference

High-performance Ultralytics YOLO inference in Rust with ONNX Runtime, GPU backends, CLI, and WebGPU/WASM.

90.9%
Merge Rate
-
First Review
60%
1st-Timers
3
Maintainers
A TierPython 36.5k

blakeblackshear/frigate

NVR with realtime local object detection for IP cameras

64.0%
Merge Rate
-
First Review
51%
1st-Timers
42
Maintainers
A TierPython 1.3k

open-edge-platform/geti

Build, train, optimize, and run computer vision models locally, from raw images to live inference. Open source, optimized for Intel XPU (CPU-only and CUDA also supported).

86.0%
Merge Rate
6d
First Review
75%
1st-Timers
23
Maintainers
A TierTypeScript 1.8k

software-mansion/react-native-executorch

High-performance, privacy-first on-device AI inference library for React Native, powered by PyTorch's ExecuTorch runtime

79.8%
Merge Rate
3d
First Review
78%
1st-Timers
11
Maintainers
A TierPython 9.8k

roboflow/rf-detr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

80.6%
Merge Rate
-
First Review
60%
1st-Timers
50
Maintainers
A TierSwift 520

ultralytics/yolo-ios-app

Ultralytics YOLO iOS app and Swift package for real-time Core ML inference across major computer vision tasks.

97.6%
Merge Rate
3d
First Review
67%
1st-Timers
2
Maintainers
A TierPython 2.4k

ailia-ai/ailia-models

The collection of pre-trained, state-of-the-art AI models for ailia SDK

70.0%
Merge Rate
2d
First Review
67%
1st-Timers
4
Maintainers
A TierPython 5.5k

obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

74.5%
Merge Rate
-
First Review
50%
1st-Timers
3
Maintainers
B TierPython 1.8k

ZFTurbo/Weighted-Boxes-Fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

100.0%
Merge Rate
10h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 1.2k

openvinotoolkit/nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

66.4%
Merge Rate
-
First Review
50%
1st-Timers
15
Maintainers
A TierPython 51.2k

roboflow/supervision

We write your reusable computer vision tools. 💜

75.6%
Merge Rate
3d
First Review
68%
1st-Timers
29
Maintainers
A TierDart 503

ultralytics/yolo-flutter-app

Official Ultralytics YOLO Flutter plugin for real-time inference on Android and iOS across major vision tasks.

91.7%
Merge Rate
4d
First Review
100%
1st-Timers
2
Maintainers
B TierPython 266

wkentaro/imgviz

Rich Image Visualization with Minimum Dependency (no OpenCV, Matplotlib)

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 1.2k

ultralytics/JSON2YOLO

Legacy JSON-to-YOLO dataset converter for COCO, LabelMe, Labelbox, VoTT, INFOLKS, and ATH annotations. Superseded by convert_coco() in the Ultralytics package.

100.0%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 1.6k

roryclear/clearcam

Add object detection, tracking, mobile notifications, and search to any security camera.

100.0%
Merge Rate
9d
First Review
100%
1st-Timers
0
Maintainers
A TierPython 10.8k

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

71.7%
Merge Rate
-
First Review
60%
1st-Timers
11
Maintainers
B TierShell 128 1 GFIs

glossyio/traffic-monitor

Traffic Monitor built with edge ML for object detection and radar for speed monitoring

37.5%
Merge Rate
3h
First Review
50%
1st-Timers
2
Maintainers
B TierPython 1.6k

yoshitomo-matsubara/torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

100.0%
Merge Rate
28d
First Review
100%
1st-Timers
0
Maintainers
B TierPython 213

ArgoHA/D-FINE-seg

D-FINE-seg Object Detection and Segmentation Framework (Train, Export, Inference)

83.3%
Merge Rate
3d
First Review
100%
1st-Timers
0
Maintainers
B TierC++ 197

NVIDIA-ISAAC-ROS/isaac_ros_object_detection

NVIDIA-accelerated, deep learned model support for image space object detection

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
2
Maintainers
B TierPython 10.7k

CVHub520/X-AnyLabeling

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

46.2%
Merge Rate
-
First Review
0%
1st-Timers
8
Maintainers