Using Google Magika to build an AI-powered file type detector

• nextjs-magika

  1 0 3.4 CSS

  Let's build a simple file upload component with Next.js to demonstrate how to integrate Magika into a React application for such use cases. You can check the full project code on GitHub and follow along as we build our project.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• onnx

  44 18,016 9.6 Python

  Open standard for machine learning interoperability

  

  To perform fast inference at runtime, Magika uses the cross-platform Open Neural Network Exchange (ONNX) runtime. ONNX provides a method to optimize, accelerate, and deploy models built using any of the popular frameworks consistently, even across different hardware platforms or instruction set architectures.

• Keras

  83 62,139 9.9 Python

  Deep Learning for humans

  

  The core model architecture for Magika was implemented using Keras, a popular open source deep learning framework that enables Google researchers to experiment quickly with new models.

• file-type

  6 3,728 7.7 JavaScript

  Detect the file type of a file, stream, or data

  file-type is a lightweight library for checking file types based on the header. It’s designed to run in Node.js and browser environments and provides a simple way of detecting file types from Buffers, files on disk, streams, and Blobs.

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