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Service information

Plans

free

Platforms

extension

Description

Gradio is a free online service that allows you to answer questions, build apps, recognize sketches, and segment images. With around 900,000 monthly visits, Gradio offers a friendly web interface to demo your machine learning model. It can be installed via extension and requires only a few lines of code to create an interface.

🔍💻
answer question
📱🛠
build app
➗🖼
segment the image
👀🖊
recognize sketch

Examples

💻🔍

Answer Question

inputs

import gradio as gr

def question_answer(context, question):

  pass # Implement your question-answering model here...

gr.Interface(fn=question_answer, inputs=["text", "text"], outputs=["textbox", "text"]).launch()

outputs
🛠️📱

Build App

#1
inputs

import gradio as gr

def segment(image):

pass # Implement your image segmentation model here...

gr.Interface(fn=segment, inputs="image", outputs="image").launch()

outputs
#2
inputs

import gradio as gr

def sketch_recognition(img):

  pass# Implement your sketch recognition model here...

gr.Interface(fn=sketch_recognition, inputs="sketchpad", outputs="label").launch()

outputs

Features

  • Gradio allows for fast and easy deployment of machine learning models.
  • It provides a friendly web interface for your models.
  • It can seamlessly integrate with any Python library.
  • Gradio can be embedded in Python notebooks.
  • It has the ability to automatically generate public links for your models and permanently host them on Hugging Face Spaces.

Perfect for

  • Machine learning practitioners will find Gradio very useful.
  • Data scientists can use it to easily deploy and share their models.
  • Developers can integrate it into their projects for quick model deployment.
  • Educators can use Gradio to explain complex ML models in a simple way.
  • AI researchers and enthusiasts can use Gradio to quickly test and showcase their work.

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