Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere! Gradio can be installed with pip. Creating a Gradio interface only requires adding a couple lines of code to your project. You can choose from a variety of interface types to interface your function. Gradio can be embedded in Python notebooks or presented as a webpage. A Gradio interface can automatically generate a public link you can share with colleagues that lets them interact with the model on your computer remotely from their own devices. Once you've created an interface, you can permanently host it on Hugging Face. Hugging Face Spaces will host the interface on its servers and provide you with a link you can share. One of the best ways to share your machine learning model, API, or data science workflow with others is to create an interactive demo that allows your users or colleagues to try out the demo in their browsers.

Features

  • Demoing your machine learning models for clients / collaborators / users / students
  • Deploying your models quickly with automatic shareable links and getting feedback on model performance
  • Debugging your model interactively during development using built-in manipulation and interpretation tools
  • Prerequisite: Gradio requires Python 3.7 or above, that's it!
  • Gradio allows you to build demos and share them
  • Gradio includes more than 20 different components

Project Samples

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License

Apache License V2.0

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Gradio Web Site

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Additional Project Details

Programming Language

Python

Related Categories

Python Software Development Software, Python User Interface (UI) Software, Python Machine Learning Software

Registered

2022-07-12