Cytomine CBIR

Content Based Image Retrieval Server

Requirements

Python 3.9+

Development

Setup Redis database

docker compose up -d

Run the server using an virtual environment

Using Python venv

python -m venv .venv
source .venv/bin/activate
pip install . --extra-index-url=https://download.pytorch.org/whl/cu118
uvicorn cbir.app:app --reload

Using Poetry

poetry shell
poetry install
uvicorn cbir.app:app --reload

License

Apache 2.0

Contributions

• The code regarding the retrieval and the deep learning models are based on the following repository: https://github.com/AxelleSchyns/cbir-tfe