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CineInfini: Adaptive Multi-Stage Video Quality Audit Pipeline

Project description

🎬 CineInfini – Video Quality Auditor

License: MIT Python 3.9+ PyPI DOI

Code style: black

CineInfini is an open‑source pipeline for automatic, explainable video quality auditing.

FeaturesInstallationQuick StartDocumentation

✨ 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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