Magika is an AI-based file-type detection tool driven by deep learning, offering precise identification within milliseconds and achieving over 99% precision and recall on a diverse dataset. It supports batching for faster processing, provides trustworthy predictions with customizable error tolerance, and aims for continuous improvements. Magika enhances user safety and security, marking a significant advancement in the field of file detection.
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Meet Magika: A Novel AI-Powered File Type Detection Tool
In the digital world, identifying the type of files is crucial for user safety and security. Current methods may not always be efficient or precise, leading to potential risks or misclassifications.
Key Features of Magika:
- Precision file identification within milliseconds
- Impressive 99% or higher precision and recall on a dataset of over 1 million files
- Inference time of about five milliseconds per file
- Support for batching to process multiple files simultaneously
- Per-content-type threshold system for trustworthy predictions
- Three prediction modes with varying error tolerance
Magika is a powerful and open-source solution for file type detection, enhancing user safety and security. It surpasses existing methods and encourages community feedback for further enhancements and support for additional content types.
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