Gradio is a powerful and easy-to-use tool that enables developers to quickly and easily create and share machine learning (ML) apps. It includes an intuitive web interface that allows users to interact with ML models from any device, making it easy to demo models with colleagues and the public.Gradio is fast and easy to install, with only a couple of lines of code necessary to set up an interface for a function.
It also supports permanent hosting on Hugging Face Spaces, so users can share their apps with others.Gradio can be used for a variety of tasks, including sketch recognition, question answering, image segmentation, and time series forecasting.
It can be embedded in Python notebooks or presented as a webpage, and it has been used by many developers to create ML apps for a variety of applications.
For example, it has been used to create a video-related deep learning project, a text-to-speech demo, a real-time AI trial, and a dinosaur classifier.