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#instance-segmentation

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

13 records
Tagged “instance-segmentation”Ranked by health index
PyPI
99Exceptionalhealth index
ultralytics/ultralytics
Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
Python★ 61.7KSep 16, 2026
AGPL-3.0Sep 16, 2026 · metrics 2.10.0
PyPI
97Exceptionalhealth index
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]
Python★ 9,507↓ 497.6K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
96Exceptionalhealth index
roboflow/supervision
We write your reusable computer vision tools. 💜
Python★ 50.8K↓ 1.4M/moSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI
94Exceptionalhealth index
albumentations-team/AlbumentationsX
Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.
Python★ 552↓ 13.8K/moSep 15, 2026
AGPL-3.0Sep 15, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
obss/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
Python★ 5,501↓ 169.6K/moSep 15, 2026
MITSep 15, 2026 · metrics 2.10.0
PyPI
93Exceptionalhealth index
wkentaro/labelme
Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
Python★ 16.2KSep 16, 2026
GPL-3.0Sep 16, 2026 · metrics 2.10.0
PyPI
89Excellenthealth index
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.
Python★ 10.7K↓ 2,623/moOct 15, 2026
GPL-3.0Oct 15, 2026 · metrics 2.10.0
PyPI · npm
88Excellenthealth index
roboflow/inference
Turn any computer or edge device into a command center for your computer vision projects.
Python★ 2,480Oct 21, 2026
Custom licenseOct 21, 2026 · metrics 2.10.0
PyPI · crates.io
83Excellenthealth index
derekallman/hotcoco
Perception evaluation toolkit in Rust with Python bindings. A pycocotools drop-in for COCO, LVIS, and Open Images detection metrics, up to 36× faster, plus TIDE error analysis, confusion matrices, calibration, model comparison, and a dataset browser.
Rust · Python★ 16↓ 27.4K/moOct 7, 2026
MITOct 7, 2026 · metrics 2.10.0
PyPI
65Goodhealth index
zjykzj/DataFlow-CV
🌊 Everything your model doesn't do. Analyse, convert, visualize, evaluate — a single CLI for all CV data.
Python★ 0↓ 431/moSep 11, 2026
MITSep 11, 2026 · metrics 2.10.0
PyPI
34At Riskhealth index
open-mmlab/mmdetection
OpenMMLab Detection Toolbox and Benchmark
Python★ 32.9K↓ 161.4K/moSep 17, 2026
Apache-2.0Sep 17, 2026 · metrics 2.10.0
PyPI
19Criticalhealth index
albumentations-team/albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Python★ 15.3KSep 17, 2026
MITSep 17, 2026 · metrics 2.10.0
PyPI
15Criticalhealth index
fcakyon/midv500
Download and convert MIDV-500 annotations to COCO instance segmentation format
Python★ 106↓ 312/moSep 19, 2026
MITSep 19, 2026 · metrics 2.10.0