ai-agent

VideoHighlightDetection

cleaned project
29 stars4 forksPythonUpdated 9/8/2017100% free · open source
What it does

Automatically detects highlights in videos using AI, allowing users to easily identify and extract the most important or interesting parts of a video

When to use it
  • •You have a large library of videos and want to automatically generate summaries or previews
  • •You need to analyze video content for specific events or actions, such as sports highlights or product demonstrations
  • •You want to improve user engagement by providing a quick and easy way for viewers to jump to the most interesting parts of a video
Ready-to-paste prompt
python detect_highlights.py --video_path data/videos/your_video.mp4 --output_path data/highlights --model slowfast
Heads up: The tool requires a significant amount of computational resources and memory, so ensure you have a capable GPU (e.g. NVIDIA Tesla V100) and sufficient RAM (at least 16 GB) to run the model
Saves to your device
Use with Claude
New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/videohighlightdetection && curl -fsSL https://workflowstacks.com/api/skills/videohighlightdetection/claude-skill -o ~/.claude/skills/videohighlightdetection/SKILL.md
Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)
claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

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What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

5
top-level files
1
folders
24K
source size
—
license
Key files
README.md
File tree
.idea/
README.md
Step_1_emotion_lexicon.py
Step_2_embed_lexical_chain.py
Step_3_evaluate_highlights.py
Step_4_evaluate_summary.py
Quick Actions
Details
Creator
ChanningPing
Language
Python
Category
ai-agent
Published
7/18/2017

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Featured on WorkflowStacks
[![Featured on WorkflowStacks](https://workflowstacks.com/api/badge/videohighlightdetection.svg)](https://workflowstacks.com/skills/videohighlightdetection?utm_source=github&utm_medium=badge)
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