Use Case

The Reel Needs to Be Up Before the Pump Fades.

You have 40 minutes before your post-workout protein shake and the pump starts fading. The Reel needs to go up NOW. Onset Engine doesn't just cut to the beat — its OpenCLIP vision AI finds your heaviest lifts and mathematically binds the exact moment of the rep to the heaviest bass drops in your Hardstyle or Phonk track.

The Problem

You filmed 45 minutes of your gym session. The deadlift PR is somewhere around minute 32. The clean triple is at minute 18. There are 40 minutes of walking between racks, resting, and checking your phone that nobody wants to see. Your audience doesn't care about the rest periods.

To make a 60-second gym montage, you'd normally scrub through the entire session, manually find the money shots, cut them to a beat-heavy track, and add filler transitions in CapCut. That's 2–3 hours of editing for 60 seconds of content — and by then, the post-workout glow is gone and you've missed the engagement window.

The automated condensing of 45 minutes of gym footage into an intense 60-second motivational video

Motion Score AI

During ingest, Onset Engine computes a motion_score for every clip segment. It's a numerical measure of visual dynamism — how much movement, speed, and energy each 3-second chunk contains.

A 400lb deadlift getting locked out? High motion score. Walking to the water fountain? Near zero. The engine already knows which moments are the money shots — you don't have to scrub through 45 minutes to find them.

  • Automatic Peak Detection: Motion scoring finds the highest-intensity moments across hours of footage
  • Energy Binding: High-motion clips are mathematically bound to bass drops and beat peaks
  • Filler Elimination: Rest periods, walking, and dead time are automatically scored low and excluded
  • CLIP Understanding: The AI distinguishes between "person lifting heavy weight" and "person standing at a rack" semantically
A heatmap graph showing motion score peaks during deadlift and clean weightlifting exercises

The Workflow

1

Dump the Session

Point Onset Engine at your GoPro or phone footage from the gym. Pointer-only mode indexes without duplicating — 4K files stay where they are.

2

Pick a Heavy Track

Load your gym playlist banger — bass-heavy, high-energy. Onset Engine decomposes the entire track into beats, drops, and energy contours.

3

AGGRESSIVE or STANDARD

AGGRESSIVE for phonk-style gym edits with impact zooms. STANDARD for cleaner, more polished fitness content. Your call.

4

Generate & Export

Hit Autopilot. The engine picks the peaks, maps them to drops, and renders a tight highlight reel. Export to MP4 or OTIO for final touches in your NLE.

Built for Volume Shooters

Fitness creators shoot every day. That's 30+ hours of raw gym footage per month. Onset Engine's database persists across sessions — every gym video you ingest becomes part of a searchable, embeddings-indexed library.

Shot a killer overhead press last Tuesday? The engine remembers. Need to pull every deadlift clip from the last 3 months? Type a text query and the CLIP vectors find them semantically. No folder organization required. No manual tagging.

And it all runs offline. No uploading gym footage to cloud servers. No subscription fees eating into your Gymshark sponsorship revenue. One-time purchase. Infinite gym montages.

The Onset Engine Curator interface displaying a searchable library of gym footage accumulated over three months

Ready to Try It?

Download the free demo and see the results on your own footage. One-time purchase, no subscriptions.

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