CineInfini: Adaptive Multi-Stage Video Quality Audit Pipeline
Project description
🎬 CineInfini – Video Quality Auditor
CineInfini is an open‑source pipeline for automatic, explainable video quality auditing.
Features • Installation • Quick Start • Documentation
✨ Features
- Adaptive shot detection, 7 intra‑shot metrics, inter‑shot coherence, narrative coherence.
- Two‑stage audit, GPU acceleration, exhaustive dashboards, benchmark mode.
🛠 Installation
pip install cineinfini-audit
🚀 Quick Start
from cineinfini import audit_video
metrics, report_dir = audit_video("video.mp4")
Command line
cineinfini audit video.mp4
cineinfini compare --vids v1.mp4 --vids v2.mp4
cineinfini benchmark v1.mp4 v2.mp4 v3.mp4
📖 Documentation
📖 API reference : Visualiser la documentation
- Example notebooks in
notebooks/
📄 Citation
@software{cineinfini2026,
author = {BENBRAHIM, Salah-Eddine},
title = {CineInfini},
year = {2026},
url = {https://github.com/CineInfini/Video_Quality_Auditor},
version = {0.2.0}
}
🙏 Acknowledgments
Blender Foundation, InsightFace, OpenAI, Meta AI, OpenCV, PyTorch.
Star ⭐ this repository if you find it useful!
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