Topic Hub

Best Image Segmentation Open Source Projects

This hub collects the best open source projects in Image Segmentation and ranks them by both momentum and authority.

Data window: Last 7 days (with 24h tie-breakers for Trending now)

Last updated: Sep 17, 2026

Projects

14

GitHub stars

1.7K

Hugging Face likes

333

Replicate runs

24.9K

Authority projects

Projects with the strongest long-term signal in Image Segmentation, ranked by total stars, likes, or runs on their primary platform.

sam3-video

Automate image and video object detection with a unified foundation model.

Replicate
11.1Kruns

sam3

Segment objects in images with a unified foundation model.

Replicate
8Kruns

yoloe-11s

Real-time object detection model for fast and accurate image and video analysis.

Replicate
3.9Kruns

wardrobe

GitHub

GitHub
1.5Kstars

sam3-image-seg

Segment images using text prompts or bounding boxes with powerful GeoAI workflows.

Replicate
1.5Kruns

facebook/sam3.1

Segment objects in images and videos using prompts.

Hugging Face Model
263likes

yolo26-seg

Replicate

Replicate
209runs

Camyla

Autonomous medical image segmentation research platform generates high-quality papers from datasets with minimal human intervention.

GitHub
200stars

mask2former

Segment images into meaningful parts with a universal architecture.

Replicate
131runs

bgogo-feno

Video segmentation model for object detection and tracking.

Replicate
77runs

floorplan-recognition

Automate floorplan image segmentation for architecture and construction applications.

Replicate
39runs

huggingface-projects/rf-detr-realtime-webcam

Detect objects in real-time using webcam or uploaded media.

Hugging Face Space
38likes

Hidden gems

Smaller projects with unusually strong momentum. We look for lower total metrics plus positive 7-day growth.

yolo26-seg

Replicate

Replicate
209runs
1337d

Camyla

Autonomous medical image segmentation research platform generates high-quality papers from datasets with minimal human intervention.

GitHub
200stars
2007d

mask2former

Segment images into meaningful parts with a universal architecture.

Replicate
131runs
557d

huggingface-projects/rf-detr-realtime-webcam

Detect objects in real-time using webcam or uploaded media.

Hugging Face Space
38likes
217d

facebook/sapiens2-seg

Segment human body parts in images with precision.

Hugging Face Space
32likes
147d

facebook/sam3.1

Segment objects in images and videos using prompts.

Hugging Face Model
263likes
247d

floorplan-recognition

Automate floorplan image segmentation for architecture and construction applications.

Replicate
39runs
77d

bgogo-feno

Video segmentation model for object detection and tracking.

Replicate
77runs
37d

sam3-image-seg

Segment images using text prompts or bounding boxes with powerful GeoAI workflows.

Replicate
1.5Kruns
307d

yoloe-11s

Real-time object detection model for fast and accurate image and video analysis.

Replicate
3.9Kruns
237d