Spaces:
Runtime error
A newer version of the Gradio SDK is available:
4.42.0
title: TextToImageFlickrSearch
emoji: ๐ฅ
colorFrom: red
colorTo: indigo
sdk: gradio
sdk_version: 4.39.0
app_file: app.py
pinned: false
Project Overview:
In this project, I've combined the CLIP model's advanced image-text matching capabilities with Gradio's user-friendly interface to develop an application that allows users to retrieve and view images from a corpus based on custom text descriptions. Whether you're exploring visual datasets or enhancing search functionality, this tool can be a game-changer!
Key Features:
๐น CLIP Model Integration: Utilizes OpenAI's pre-trained CLIP model for robust image-text matching.
๐น Image Corpus Support: Easily integrate and retrieve images from your own directory.
๐น Interactive Gradio Interface: Provides a seamless experience for inputting text and viewing results.
๐น Customizable Inputs: Combine dropdown selections and text input for versatile search options.
๐น Optimized Display: Reduced-size image output for a cleaner and more efficient gallery view.
How It Works:
๐น User Input: Enter a description in the provided text box.
๐น Image Retrieval: The application uses the CLIP model to match the description with the most relevant images from the corpus.
๐น Results Display: The best-matching images are displayed in a gallery for easy viewing.
Check it out on GitHub:
๐ GitHub Repository[https://github.com/SeemGoel/AIExtensiveVision_/blob/main/Session%2023/README.md]
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference