Creating and sharing interactive machine learning apps.
Gradio is an intuitive and powerful tool that simplifies the process of creating and sharing machine learning (ML) apps for developers. With Gradio, users can quickly and easily interact with ML models from any device, making it effortless to showcase models to colleagues and the public. The software is fast and easy to install with just a few lines of code needed to set up an interface for a function. Additionally, Gradio supports permanent hosting on Hugging Face Spaces, enabling users to share their apps with others.
Gradio offers a diverse range of functionalities, including sketch recognition, question answering, image segmentation, and time series forecasting. The software can be embedded in Python notebooks or presented as a webpage, making it a versatile tool that can be used to create ML apps for various applications. Many developers have already utilized Gradio to create numerous ML apps, such as a video-related deep learning project, a text-to-speech demo, a real-time AI trial, and a dinosaur classifier.
