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Magika by Google

Magika: Advanced Deep Learning for File Type Detection

Discover how Magika transforms file type detection with its cutting-edge deep learning, offering unmatched accuracy, speed, and support for diverse content types.

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85.7k

🤖 ai machine learning tools

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Features

Unmatched Accuracy: Achieves over 99% precision and recall, outperforming traditional file type detection tools.
Comprehensive Content Type Support: Supports more than 120 file types, ensuring versatile application across various domains.
Efficiency and Speed: Optimized to run quickly even on a single CPU, with inference times as low as 5/6ms.
Browser-based Processing: Classify files directly in your browser without uploading them elsewhere, ensuring privacy and security.
Seamless Integration: Use Magika as a Python package or JavaScript library, with easy integration into existing systems.

Use Cases:

Desktop and Mobile Application Development: Useful for developers needing precise file type detection in applications like media players, document editors, and more.
Cybersecurity and Threat Detection: Enhance security tools by accurately classifying files to identify and isolate potential threats.
Digital Asset Management: Efficiently organize and tag large volumes of digital assets across various file types and formats.
Data Analysis and Research: Ideal for researchers managing diverse datasets requiring accurate file type categorization.

Magika sets a new benchmark in file type detection by leveraging advanced deep learning to deliver unparalleled accuracy and versatility, promising to enhance efficiency across multiple sectors.