PostgreSQL tables & Python libs

Import videos, save metadata

Multi-camera setup

Frames extraction & resizing

Cloud APIs or local ML models

Verify API keys

Detect cyclists & events

Store data

Track & assign IDs

Detect key events

Highlight requirements

Store prompts

Map prompts to clips

Merge clips & effects

Final video & metadata

CPU, GPU, RAM, Storage

UI, frameworks, packaging