Horse Video Analysis Pipeline

Horse Video Analysis Pipeline

A computer vision pipeline that watches training videos and tracks every horse frame by frame, classifies its gait and exports clean data.

What it does

  • Detects every horse in video frames and tracks their movements across the all the frames
  • Smooths the movement data and classifies the gait
  • Adds a clean overlay back onto the video and exports the data

Tech Stack

Python, PyTorch, Ultralytics YOLO, OpenCV, NumPy, pandas