# CEIR: Concept-based Explainable Image Representation

## Demo
The trained models can be downloaded [here](https://drive.google.com/drive/folders/1FFvFuBxvuZoRc3sbyEMRymjMYIyyqxsi?usp=sharing). Please put the pretrained model to the directory "./saved_models_gpt4/[dataset_name]" and run the notebook in ./demo

## Setup

1. Install Python (3.9) and PyTorch (2.0.1).
2. Install dependencies by running `pip install -r requirements.txt`
