WorkoutReplayClips: Auto Gym Highlight Generator
Automatically extracts and edits workout clips from gym security camera feeds into shareable Instagram Reels for personal trainers and fitness influencers
The Problem
Personal trainers and fitness content creators spend 2-3 hours per week manually recording, editing, and uploading workout clips to social media. They either miss capturing good moments because they're focused on clients, or they pay $200-500/month for video editors. Most existing gym footage is security camera quality with no automated highlight detection.
Target Audience
Personal trainers (1:1 and group class), fitness influencers with 10k-500k followers, CrossFit gym owners, yoga instructors who want to grow their social presence
Why Now?
Fitness content creation is exploding on TikTok/Instagram, but creating consistent content remains the #1 barrier for trainers. Computer vision via APIs is now cheap enough for this use case.
What's Missing
Existing video tools require manual selection of highlights; no solution automatically detects 'good form' moments or intense workout bursts from raw footage. Trainers lack time or budget for editors.
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