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Image-Captioning / README.md

Ashish Soni

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metadata

title: Image Captioning
emoji: 🖼️📝
colorFrom: pink
colorTo: purple
sdk: gradio
sdk_version: 4.41.0
app_file: app.py
pinned: false
license: afl-3.0

Image Captioning App

This application provides a simple interface to generate captions for images using a pre-trained model from Hugging Face's Transformers library.

Features

Image Captioning: Automatically generate descriptive captions for uploaded images.
User-Friendly Interface: Built using Gradio for an easy-to-use web interface.

Model

Model Used: Salesforce/blip-image-captioning-base
Framework: Hugging Face Transformers

Software Packages

Gradio: Used to create the web interface.
Transformers: Used for model inference.
Spaces: Utilized for GPU acceleration during model execution.

How to Use

Upload an image using the "Upload image" button.
The app will automatically generate and display a caption for the image.
The generated caption will appear in the textbox labeled "Caption".