Ai Driven Landscape To Vertical Aspect Ratio Conversion With Subject Aware Cropping

via “intelligent vertical format cropping with speaker-aware framing”

A python tool that uses GPT-4, FFmpeg, and OpenCV to automatically analyze videos, extract the most interesting sections, and crop them for an improved viewing experience.

Unique: Uses real-time face position data to dynamically adjust crop windows frame-by-frame, rather than applying static crops or simple center-frame extraction. Implements smooth interpolation between crop positions to avoid jarring transitions, creating professional-quality vertical videos.

Produces better-framed vertical videos than simple center cropping because it tracks speaker position and adapts the crop window dynamically, and faster than manual editing because the entire process is automated based on face detection.