Clip Generation · Stage 4

Iris

The Framer. Only your best moments. Cut perfectly for every screen.

Iris turns long-form video into short-form gold. She scores every potential clip for highlight value and virality, ranks them, selects the top performers, crops them precisely for each platform's aspect ratio, and layers on kinetic captions engineered to hold attention through every second.

Meet the Full Team View Cascade

What I Do

Selecting and Cutting Your Highest-Potential Moments

Not every moment is worth publishing. Iris knows the difference. She evaluates each segment against a virality prediction model trained on millions of short-form videos, applies YOLOv11 face tracking to ensure smart crop centering, and outputs platform-ready clips with captions that move.

Capabilities

Highlight scoring with virality prediction trained on millions of short-form videos
YOLOv11 face and body detection for subject-centered intelligent cropping
Aspect ratio output for every platform: 9:16, 1:1, 16:9, and 4:5
Kinetic caption overlays via moviepy with variable font animation
Clip ranking and selection from top-scoring moments with configurable thresholds

Tech Stack

YOLOv11

State-of-the-art face and body detection for smart crop centering

FFmpeg

Frame extraction, crop processing, and clip packaging

moviepy

Kinetic caption and overlay rendering for short-form content

Meet the Team

Full Team