Help

HELP is an open source video understanding framework producing engagement-optimized videos. Help is designed to transform long-form content into viral-ready clips by identifying key moments. It analyzes visual, audio, and textual data to pinpoint emotionally resonant segments, then reformats them for platform-specific optimization.