Build & share delightful machine learning apps
+ Generate an easy-to-use UI for your #ML model, function, or #API with only a few lines of code! + Integrate directly into your @ProjectJupyter notebook + or share a link with anyone
How to Build a GUI Using Gradio for Machine Learning Models
Jan 27, 2022 · Gradio allows you to quickly create customizable UI components around your TensorFlow or PyTorch models or even arbitrary Python functions. Well, that's not terribly informative, is it? 😅. If you have ever used a Python GUI library like Tkinter, then Gradio is like that.
Gradio: Build Machine Learning Web Apps — in Python
Gradio is an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitrary Python function. You can then share a link to your demo or web application in just a few seconds using Gradio's built-in sharing features. No JavaScript, CSS, or web hosting experience needed!
AutoML — A GUI Application to Make ML for Everyone
Oct 15, 2020 · Machine Learning helps us to automate simple task which needs human intervention. This article explains how I developed a simple AutoML application to automated ML pipelines. There are plenty of tools and libraries that exist …
Python - Create UIs for prototyping Machine Learning model with …
Sep 8, 2021 · How to Prepare Data Before Deploying a Machine Learning Model? Gradio is an open-source python library which allows you to quickly create easy to use, customizable UI components for your ML model, any API, or any arbitrary function in just a few lines of code.
GitHub - AI-App/Gradio: Create UIs for your machine learning …
With Gradio, you can quickly create a beautiful user interface around your machine learning models or data science workflow and let people "try it out" by dragging-and-dropping in their own images, pasting text, recording their own voice, and interacting with your demo, all …
Building a User-Friendly Machine Learning Interface with Gradio
Aug 19, 2023 · In this article, we'll take a detailed look at how to embed a machine learning model's graphical user interface (GUI) using Gradio. We'll use a practical example—a predictive model that...
Build an Awesome UI for your Machine Learning Models
Jan 29, 2021 · Gradio is a great example; it’s a Python library that generates an easy-to-use UI for every machine learning model. This tutorial will explore the library, and show you how to use it for...
The Best Way to Host Machine Learning Models on the Web - Anvil
Anvil is the quickest and simplest way to host and share your machine learning models. Not a web developer? No problem. You can write your whole web app in Python – no Javascript or HTML required. Anvil’s drag-and-drop designer makes it easy to build and customise your UI without knowing font-end web development.
Build a GUI for Your Machine Learning Models - HackerNoon
Jan 31, 2022 · Gradio is a new tool that will help you generate a web app for your Machine Learning model. The tool is a tool that allows you to quickly create customizable UI components around your TensorFlow or PyTorch models or even arbitrary Python functions.