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#instance-segmentation (23 Repositories)

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

Topic Avg Merge Rate

49.0%

Avg Review Latency

11.4h

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23 repositories tagged #instance-segmentation

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 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
A TierPython 16.2k

wkentaro/labelme

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

84.3%
Merge Rate
-
First Review
67%
1st-Timers
6
Maintainers
A TierPython 2.5k

roboflow/inference

Turn any computer or edge device into a command center for your computer vision projects.

69.6%
Merge Rate
-
First Review
65%
1st-Timers
33
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 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
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
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
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 TierPython 351

Intellindust-AI-Lab/EdgeCrafter

[TMLR 26] EdgeCrafter: Compact ViTs for Edge Dense Prediction via Task-Specialized Distillation

100.0%
Merge Rate
1d
First Review
0%
1st-Timers
1
Maintainers
B TierC++ 344

url-kaist/TRAVEL

[RA-L] Traversable ground and above-ground object segmentation using graph representation of 3D LiDAR scans

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 481

vanvalenlab/deepcell-tf

Deep Learning Library for Single Cell Analysis

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 33.0k

open-mmlab/mmdetection

OpenMMLab Detection Toolbox and Benchmark

0.0%
Merge Rate
<1h
First Review
0%
1st-Timers
3
Maintainers
D TierC++ 107

olibartfast/neuriplo-infer

C++ app for computer vision inference, supporting multiple tasks and backends.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierPython 343

hustvl/MIMDet

[ICCV 2023] You Only Look at One Partial Sequence

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 484

amirassov/kaggle-imaterialist

The First Place Solution of Kaggle iMaterialist (Fashion) 2019 at FGVC6

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 646

uber-research/UPSNet

UPSNet: A Unified Panoptic Segmentation Network

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.8k

WXinlong/SOLO

SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 1.1k

mgonzs13/yolo_ros

Ultralytics YOLOv8, YOLOv9, YOLOv10, YOLOv11, YOLOv12 for ROS 2

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 943

NVlabs/ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 3.5k

aim-uofa/AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC++ 1.9k

laugh12321/TensorRT-YOLO

🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Instance-segmentation Open Source Repositories & C-Rank™ | GetMerged