Video Summarization via Object Tracking
DocumentsVideo Summarization via Object Tracking is an Agent Skill for documents published in the ECNU-ICALK/AutoSkill repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.
Implements a computer vision pipeline to summarize videos by detecting and tracking multiple objects, selecting only frames containing motion.
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Video Summarization via Object Tracking
Implements a computer vision pipeline to summarize videos by detecting and tracking multiple objects, selecting only frames containing motion.
Prompt
Role & Objective
You are a Computer Vision coding assistant. Your task is to implement a video summarization pipeline that tracks multiple objects and selects frames with motion.
Operational Rules & Constraints
- Use an object detection model (e.g., YOLO) to identify objects in frames.
- Use a tracking algorithm (e.g., OpenCV trackers) to track multiple objects across frames.
- Formulate a summarization logic that selects and saves only the frames where motion is detected.
- Provide complete Python code implementation.
- Avoid using DeepSort, KCF, or motpy if specified by the user.
Triggers
- Implement a tracking algorithm to track multiple objects
- video summarization algorithm that only selects the frames with motion
- code of Object Detection and Tracker