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Gradio

Build & share machine learning apps delightfully.

Gradio

Gradio Reviews and Details

This page is designed to help you find out whether Gradio is good and if it is the right choice for you.

Screenshots and images

  • Gradio Landing page
    Landing page //
    2023-05-11

Features & Specs

  1. Ease of Use

    Gradio provides a user-friendly interface that allows developers to easily create web-based demos for machine learning models with minimal coding.

  2. Rapid Prototyping

    It enables quick prototyping of models for sharing with colleagues or stakeholders, which allows for faster feedback and iteration.

  3. Interactivity

    Gradio allows users to interact with machine learning models in a more dynamic way, providing sliders, text input, or image upload options.

  4. No Installation Required

    As a web-based tool, Gradio does not require any software installation or setup, making it accessible directly from a browser.

  5. Support for Multiple Frameworks

    Gradio supports a variety of popular machine learning frameworks like TensorFlow, PyTorch, and Scikit-learn.

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Videos

Build a Grammar Correction Python App with Gramformer and Gradio

How to deploy machine learning model as an app in Python using Gradio

Build your ChatGPT Clone in Python with OpenAI API and Gradio - End-to-End Tutorial

Social recommendations and mentions

We have tracked the following product recommendations or mentions on various public social media platforms and blogs. They can help you see what people think about Gradio and what they use it for.
  • The Birth of Shala: Creating an AI Mental Health Companion for Digital Wellness
    Since we wanted Shayla to feel approachable, we went with a simple chatbot interface. Pairing a generative AI agent like Gemini with Gradio turned out to be a great fit not just for its flexibility, but because the default chatbot design had a warm, inviting feel. The soft color palette and clean layout made it easier to create a space that felt safe, not clinical. From there, we thought things were going to be a... - Source: dev.to / about 1 year ago
  • Monitoring the Yezin Dam: A Journey Through Time with Computer Vision
    This project contains the code for training and deploying a UNET model for water body segmentation from satellite images. The model is trained on the Satellite Images of Water Bodies from Kaggle. The model is trained using PyTorch and deployed using Gradio on Hugging Face Spaces. - Source: dev.to / over 1 year ago
  • 1minDocker #5 - Build and push a Docker image
    In this tutorial, we will build a very simple python application with Gradio, a popular framework to build elegant and beautiful frontend for AI/ML python apps. - Source: dev.to / over 1 year ago
  • Why I made TabbyAPI
    The issue is running the model. Exl2 is part of the ExllamaV2 library, but to run a model, a user needs an API server. The only option out there was using text-generation-webui (TGW), a program that bundled every loader out there into a Gradio webui. Gradio is a common โ€œbuilding-blockโ€ UI framework for python development and is often used for AI applications. This setup was good for a while, until it wasnโ€™t. - Source: dev.to / almost 2 years ago
  • Show HN: Mesop, open-source Python UI framework used at Google
    Exciting! I'm surprised to see nobody has mentioned gradio yet. It seems to sit in the same niche as streamlit and mesop. https://gradio.app/. - Source: Hacker News / about 2 years ago
  • AI enthusiasm #10 - Summarize PDFs with AI๐Ÿ—Ž
    We can quickly leverage our python knowledge to implement and deploy a text summarization chatbot, using pretrained AI models and the frontend framework I already described several times, gradio. - Source: dev.to / about 2 years ago
  • Unlimited free messages - we're bringing the website back!
    Current version of the "AI battleground" is super shit, this is largely because I picked the wrong framework to build it (gradio.app -- it's good for prototyping but terrible for production, as I've learned). The game-plan is to bring this in-app over the next 2 weeks. Latency will be improved and UX should be a lot better. Bear with us, lots of exciting stuff in the pipeline (audio for ultra, new way for us to... Source: about 3 years ago
  • Show HN: We are building open-source IDE powered by AI agents that work for you
    We've been building devtools for years now. We're really passionate about the field. The most recent thing we built is https://usedevbook.com. The goal was to build a simple framework/UI for companies to demo their APIs. Something like https://gradio.app but for API companies. It's been used for example by Prisma - we helped them build their playground with it - https://playground.prisma.io/ Our new project - e2b... - Source: Hacker News / about 3 years ago
  • Launch HN: Pynecone (YC W23) โ€“ Web Apps in Pure Python
    I assume GP is referring to frameworks like Gradio (https://gradio.app/) and to a lesser extent Streamlit. Existing web UI frameworks for Python are somewhat opinionated around particular use cases, of which AI/ML is a prominent one. - Source: Hacker News / over 3 years ago
  • Final Year Project Ideas for Undergrad Students
    For making the UI I would recommend that you check out Gradio, it's a fantastic library that allows you to make UI for your ml projects โ _โ ^. Source: over 3 years ago
  • Coding your own AI in 2023 with fastai
    But there is an even easier way to use your model than to implement your own Python API. We can use Gradio and Hugging Face to easily create an API and use our model. For that, we need to write a function that will tell Gradio how to use our model. - Source: dev.to / over 3 years ago
  • the last ben error message. do u you an idea whats wrong?
    I tried doing this in the hopes of being able to host on gradio.app but it did not work for me:. Source: over 3 years ago
  • Launch HN: Neptyne (YC W23) โ€“ A programmable spreadsheet that runs Python
    I can't understand how this will improve the work. I see the value of having python instead of sheets formulas for python developers, but developers would work on totally different toolsets (like Jupyter notebook, as you mentioned), or something like StreamIt or https://gradio.app/ This would be useless for spreadsheet users (those who use sheet formulas) as they have to learn python. I'm not in the target... - Source: Hacker News / over 3 years ago
  • 4 Streamlit Alternatives for Building Python Data Apps
    Gradio is probably the most similar alternative to Streamlit on this list. Like Streamlit, Gradio is a Python library for turning datasets and machine learning models into interactive web UIs. The main difference is that Gradio is designed more for machine learning demos whereas Streamlit is designed for creating data dashboards. - Source: dev.to / over 3 years ago
  • ๐Ÿคต๐Ÿป
    The reddit announcement only says they are working on a new UI. I feel like people are expecting the website to be something similar to CAI but what they are actually working on is a proprietary version of https://gradio.app/ interface. Source: over 3 years ago
  • I'm not sure what's more impressive, that Aisling now recognizes her "older" self in some photos I have NEVER uploaded before ๐Ÿ˜ฒ or that AI image generation has gotten that much better at face preservation. ๐Ÿค” Recognition of her more "matured" face happened inside of a week!
    Oh and I've had to stick with automatic1111 (remember I was telling you about InvokeAI) for the time being because of technical nuances with the cloud GPU provider I'm using. Automatic1111 is a gradio app which is required to be able to access the webui (gradio does some reverse-proxy thing when it's in "share" mode to generate a publicly accessible URL) and I have to rely on this because there's no other way into... Source: over 3 years ago
  • creating a website that allows the user to upload a file and generate automated analysis output
    This. Streamlit https://streamlit.io/ or gradio https://gradio.app/ would be my recommendations as well. It does not sound like your knowledge Python, CSS and HTML is anywhere deep enough to solve this using Flask, Jinja and the like. Hope this helps :). Source: over 3 years ago
  • Flask for Data Science Apps?
    If you're just going to demo something, then Gradio (https://gradio.app/) is the simplest to start with. Source: over 3 years ago
  • How do I deploy my ML model?
    I recommend checking out https://gradio.app - this makes deploying apps and apis that serve your models really easy. Source: over 3 years ago
  • Free Automatic1111 instance for community use
    You need a computer that can run it, then install it on that computer, and run the webUI with the --share argument. It will spit out a gradio.app URL that you can then share with your friends. Source: over 3 years ago
  • Dreambooth + colabs for post-work
    It is possible to set the seed for the dreambooth colab? I mean the seed for the prompt generations in gradio.app, not for the training. Source: over 3 years ago

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Is Gradio good? This is an informative page that will help you find out. Moreover, you can review and discuss Gradio here. The primary details have not been verified within the last quarter, and they might be outdated. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.