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A newer version of the Gradio SDK is available:
5.13.1
metadata
title: Image Captioning
emoji: ๐ผ๏ธ๐
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".