Image Search Application

This is a Streamlit-based image search application that allows users to search for images based on a text query using Sentence Transformers and cosine similarity. Users can provide images by uploading a zip file, specifying a directory path, or uploading individual images.

Features

• Upload a zip file containing images for searching.
• Specify a directory path where images are stored.
• Upload individual images for searching (default option).
• Enter a text query to find relevant images.
• Display the most relevant image and the top 10 relevant images based on cosine similarity.

Installation

1. Clone the repository:

   git clone https://github.com/rediatbrook/image-search-app.git
   cd image-search-app

2. Install the required dependencies:

   pip install -r requirements.txt

3. Run the application:

   python -m streamlit run ui_test.py

Usage

1. Choose one of the options to provide images: upload a zip file, specify a directory path, or upload individual images.
2. Enter a text query in the input field.
3. Click the "Search" button.
4. The most relevant image and the top relevant images will be displayed based on the text query.

License

This project is licensed under the MIT License - see the LICENSE file for details.