Horse Video Auto Clipper

Mission / Description

This desktop application automatically identify the walking direction of a horse in yearling parade videos, detect the frame where the horse is most perpendicular to the camera while walking left-to-right, and extract standardised clips (±2 seconds) around that moment.

Sample horse videos can be downloaded from here.

Creating Env in Win 11

conda create -n HorseVideoAutoClipper_Env python=3.10
conda activate HorseVideoAutoClipper_Env

python -m pip install --upgrade pip setuptools wheel
pip install -r requirements.txt

Running Source Code

python main.py

Making Single Exe file

pyinstaller main.py --add-data "configs/bytetrack.yaml;configs" --add-data "models/yolov8m.pt;models"