ai-agent

Video-Classification Tutorial

Name: Video-Classification Tutorial
Author: HHTseng

Get video classification/action recognition using 3D CNN/CNN+RNN, ideal for founders working with video data, with a tutorial on UCF101

971 stars217 forksJupyter NotebookGuide quality 8/10Updated 12/7/2020100% free · open source

What it does

Classify videos into specific human actions using 3D CNN or CNN+RNN architectures on the UCF101 dataset

When to use it

•Building a smart home security system that detects human activities
•Creating an application for automated sports analysis
•Developing a healthcare tool for monitoring patient activity levels

Ready-to-paste prompt

python3D_CNN.py --dataset UCF101 --model 3D_CNN --epochs 10 --batch_size 32

Heads up: Ensure you have the necessary GPU resources and a compatible CUDA version to run the 3D CNN model, as specified in the README

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/video-classification && curl -fsSL https://workflowstacks.com/api/skills/video-classification/claude-skill -o ~/.claude/skills/video-classification/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

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

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/video-classification && curl -fsSL https://workflowstacks.com/api/skills/video-classification/claude-skill -o ~/.claude/skills/video-classification/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

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

HHTseng

Language

Jupyter Notebook