shubham18024 / benfords-law_videoanalysis

The Benford's Law Video Analysis project is a Python tool that leverages Benford's Law to differentiate between original and AI-generated videos. The script extracts frames from a video, analyzes the first digits of pixel values in these frames, and creates histograms to visualize digit occurrences.

Benford's Law Video Analysis

Overview

The Benford's Law Video Analysis project is a Python tool that transforms video frames into a visual journey through Benford's Law. Dive into the digits, explore the patterns, and distinguish between authentic and AI-generated videos.

🚀 Features

• Digit Safari: Extract frames, embark on a digit adventure, and witness the hidden patterns.
• Histogram Wonderland: Create vivid histograms showcasing the enchanting first digit occurrences.
• Average Magic: Unveil the average histogram, a magical amalgamation of all frame journeys.

Install Enchantment

pip install -r requirements.txt

🌈 Dependencies

OpenCV
NumPy
Pillow (PIL)
Matplotlib
scipy

📜 License

This project is licensed under the MIT License - see the LICENSE.txt file for details.

🙌 Acknowledgments

Inspired by the Netflix documentary : The hidden science of everything.

🤝 Contributing

Contributions are welcome! Open an issue or submit a pull request.

📧 Contact

Shubham Tiwari [email protected]