Gradio
The fastest, most popular way to build a web-based GUI for your machine learning model or Python script, enabling you to create a shareable demo in just a few lines of code.
Open Source AIPython LibraryML DemosWeb UI BuilderDeveloper ToolData Science
Gradio Introduction
Gradio is an essential open-source library for anyone building machine learning models. It solves the "last mile" problem of demonstrating an ML model by providing the fastest possible way to wrap it in an interactive, shareable web application. This is the tool behind thousands of demos on Hugging Face Spaces and is the standard for quickly turning a Python script into a product that anyone can use and test.
Key Features
- Turns any Python function into a web-based user interface with a few lines of Python code
- Automatically generates an interactive, drag-and-drop UI component for your model's inputs and outputs
- Creates a public, shareable link for your demo with one line of code
- Supports a vast array of input types (text, image, audio, video) and output types
- Integrates deeply with the Hugging Face ecosystem and popular ML libraries
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