Magika by Google

Magika by Google is a powerful tool that leverages deep learning to accurately detect and classify various file content types. Its exceptional accuracy outperforms traditional file type detection tools, making it a valuable asset for developers and professionals alike.

One of Magika's unique features is its browser-based processing, which ensures the security and integrity of uploaded files. This means you can test its capabilities directly from your browser, without worrying about sensitive data being transmitted to external servers.

In addition to its browser-based functionality, Magika can also be installed as a Python package, allowing for easy command line usage and integration into Python or JavaScript codebases. This versatility makes it an essential tool in any developer's toolkit.

Magika's capabilities extend beyond traditional file types, including language-specific files, executables, document types, image and video data, and audio bitstream data. Its precision and efficiency make it a powerful tool for content type detection using deep learning.

Not only is Magika efficient, but it can also operate efficiently even on a single CPU. In fact, Google uses Magika internally to scan millions of files per second, making it a reliable choice for high-performance applications.

While Magika may output a single content type for a file, its precision and efficiency make it a valuable tool in any workflow that requires accurate file detection. A detailed paper on Magika's training and performance is set to be released, further showcasing its capabilities.

For users who want to cite Magika in their work, a citation guide is available on the project's GitHub page. This ensures that you can accurately reference Magika in your research or projects.