Individual skill
segmentation-sam2
Interactive click-to-segment using Segment Anything 2 — AI-assisted labeling for Annotation Studio
skills/segmentation/sam2-segmentation/SKILL.md
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- Last checked
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- Repository last updated
- Sep 17, 2026
- License
- MIT
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- ai Repository topic
- deep-learning Repository topic
- face-recognition Repository topic
- object-detection Repository topic
- video-surveillance Repository topic
- machine-learning Repository topic
- python Repository topic
- home-assistant Repository topic
- camera Repository topic
- computer-vision Repository topic
- engineering Derived category
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SKILL.mdcore · 2,392 bytesSKILL.mdcore · 2,392 bytesdeploy.batruns · 6,187 bytesdeploy.shruns · 5,629 bytesrequirements.txtdoc · 138 bytesscripts/segment.pyruns · 17,147 bytes
Read excerpt
# SAM2 Interactive Segmentation
Click anywhere on a video frame to segment objects using Meta's Segment Anything 2. Generates pixel-perfect masks for annotation, tracking, and dataset creation.
## What You Get
- **Click-to-segment** — click on any object to get its mask
- **Point & box prompts** — positive/negative points and bounding box selection
- **Video tracking** — segment in one frame, propagate across the clip
- **Annotation Studio** — full integration with sidebar Annotation Studio
## Protocol
Communicates via **JSON lines** over stdin/stdout.