Image Search

This project explores the possibilities of models like CLIP or SigLIP and how they can be used to improve user search on the Unsplash dataset.

Installation

To install run

poetry install

or, if you're using pip:

pip install -r requirements.txt

Download the data

Go to notebooks/1.-download-unsplash-dataset.ipynb and select run all.

Analysis and discussion

For details about the implementation and results, refer to the Report file.