Test out CLIP from OpenAI on various datasets like ImageNetV2, Coco, and DeepDrive.

Install the dependencies from requirements.txt

pip install -r requirements.txt 

Follow the instructions below depending on which datasets you want to query:

• For ImageNetv2, download the matched-frequency dataset to the imagenetv2 directory.
• For Coco, download the features to the coco directory.
• For DeepDrive, download the Images dataset and the features to the bdd directory.

Run the Streamlit app

streamlit run clip_app.py

The Jupyter notebooks in notebooks show how new datasets can be processed.