clip_project/
│
├── dataset/
│   └── dataset.py            # Dataset custom class and dataset_getter
│
├── models/
│   └── ImageEncoderClass.py  # The custom model for images (is also used to get the embeddings in the same dim as text features)
│
├── train/
│   └── clipLoss.py           # Loss functions
│   └── train_and_eval.py     # Training and evaluation function
│
├── utils/
│   └── helpers.py            # Helper functions (e.g., for preprocess)
│
├── main.ipynb                # Main notebook to understand how to use CLIP
├── requirements.txt          # List of dependencies
└── README.md                 # Project overview and instructions