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Gradio

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Service information

Plans

free

Platforms

extension

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    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
    image

    import gradio as gr

    def segment(image):

    pass # Implement your image segmentation model here...

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

    outputs
    image
    #2
    inputs
    image

    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
    image

    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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