Gradio

About Gradio

Gradio: Streamline Machine Learning App Development & Sharing

Gradio empowers developers to create and share machine learning (ML) apps with ease through a user-friendly web interface, making model demos accessible to all.

Fast and Easy Setup

Install with Pip and Minimal Code

Gradio is simple to install using pip, and setting up a Gradio interface only requires adding a few lines of code to your project. Choose from a variety of interface types to suit your function needs.

Present and Share Your ML Apps

Embed in Python Notebooks or Webpages

Gradio can be embedded in Python notebooks or presented as a webpage, offering flexibility for sharing and demonstrating your ML models with colleagues or the public.

Generate Public Links for Remote Access

With Gradio, you can automatically generate a public link that allows others to interact with your model remotely from their own devices.

Permanent Hosting on Hugging Face Spaces

Share Your App with a Permanent Link

Gradio supports permanent hosting on Hugging Face Spaces, providing a stable link to share your ML app with others, ensuring its continued availability.

Versatile Applications for Gradio

Tackle Diverse ML Tasks

Gradio is suitable for a wide range of ML tasks, including sketch recognition, question answering, image segmentation, and time series forecasting. This versatility enables developers to create ML apps for various purposes and industries.

Real-World Examples of Gradio in Action

Innovative ML App Development

Gradio has been used by developers to create cutting-edge ML apps, such as a video-related deep learning project, a text-to-speech demo, a real-time AI trial, and a dinosaur classifier.

Unlock the potential of your ML models with Gradio, the powerful tool designed to simplify machine learning app development and sharing. Create and demo your ML apps with an intuitive web interface, and share your work with the world.