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TikTok Video Automation
Computer Vision Classification + Structured Output
Overview
A video classification pipeline powered by computer vision AI. Drop raw video clips (.mov/.mp4/.m4v) and get instant structured analysis — category classification with confidence scores, detected visual elements, commerce signals, and full pipeline status tracking. Features 4 tabs: Classify Clips, Dashboard, Pipeline visualization, and Export/JSON.
Tech Stack
PythonFastAPIClaude APIComputer VisionffmpegNext.js
Key Highlights
- Drag-and-drop video upload with instant AI classification
- 94-97% confidence scores with analysis notes and detected elements
- Commerce signal detection: brand visibility, product centering, studio quality
- 5-stage pipeline: ingestion → dedup → frame extraction → classification → export
- Structured JSON/CSV export for downstream integration