Gradio
Open-source Python library for creating and sharing demos of machine learning models.
About
Gradio is an open-source Python library that makes it incredibly easy to create a user interface for your machine learning models. With just a few lines of code, you can build a web-based demo of your model that you can share with others, allowing them to interact with your AI without needing to write any code.
Key Features
Easy UI for ML Models
Create a user-friendly web interface for your machine learning models in minutes.
Open Source
A free and open-source library with a strong community.
How to Use Gradio
Install the Gradio library in Python, wrap your machine learning model function with a Gradio interface, and launch the web app.
Use Cases
Frequently Asked Questions
Q: What kind of models can I use it with?
A: You can use Gradio with any kind of machine learning model, from image classifiers and text generators to audio processing models.
Q: How can I share my demo?
A: Gradio can generate a public link to your demo, making it easy to share with anyone, anywhere.
Q: Is it related to Hugging Face?
A: Yes, Gradio was acquired by Hugging Face and is now a key part of their ecosystem for building and sharing machine learning demos.