Highlights Pipeline

Purpose: automatically find and extract interesting moments from gaming footage videos to make highlights

Installation

This repository provides a requirements.txt file. It is strongly recommended that this is used with a virtuenv:

python -m venv .env
pip intall -r requirements.txt

This repository does not bundle laughter-detection. To use that please follow the instructions in that projects README.

It is recommended to use the batched version of faster-whisper. Please note the version that ships on pypi does not include this version. It can be installed with pip by using their repo:

pip install --force-reinstall "faster-whisper @ https://github.com/SYSTRAN/faster-whisper/archive/refs/heads/master.tar.gz"

Issues

When using faster-whisper with long media files (over 3 hours) and a CPU model it was found that it was killed OOM. There are a couple of issues noting this: [1] [2]. As a workaround you may wish to consider segmenting long media files before using them with the pipeline.