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sam2-segmentation

Official

Interactive object segmentation

Software Engineering#computer vision#segmentation#image analysis#annotation#masking#sam2
AuthorSharpAI
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill allows users to interactively segment objects within video frames by simply clicking on them, simplifying complex annotation and analysis tasks.

Core Features & Use Cases

  • Click-to-segment: Generate precise masks for any object by clicking on it.
  • Video Propagation: Track segmented objects across multiple frames.
  • Annotation Export: Export masks in COCO format for dataset creation.
  • Background Removal: Isolate objects from their backgrounds.
  • Use Case: Quickly create masks for specific individuals or objects in surveillance footage for tracking or analysis.

Quick Start

Use the sam2-segmentation skill to segment the object at coordinates x=450, y=320 in the current frame.

Dependency Matrix

Required Modules

segment-anything-2torchtorchvisionnumpyopencv-python-headlessPillow

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: sam2-segmentation
Download link: https://github.com/SharpAI/DeepCamera/archive/main.zip#sam2-segmentation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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