Retinal Image Annotation and Evaluation Tools

Demo

https://retimgtools.fly.dev

Run locally

Before running the application, place your images in the media directory. If it does not exist, create the necessary folders:

mkdir -p media/annotate media/evaluate

Then, add your images to the corresponding directories. The database will be populated with these images when you run the populate-*.py script.

Install dependencies and set up the environment:

pip install -r requirements.txt
python -c 'from django.core.management.utils import get_random_secret_key; print("SECRET_KEY="+get_random_secret_key())' > .env
echo "DEBUG=True" >> .env
python manage.py makemigrations
python manage.py migrate
python manage.py createsuperuser
python populate-evaluate-fundus.py
python manage.py runserver

You need to adapt the populate-*.py script to match your dataset.

Currently, the frontend is primitive and contains hardcoded elements as the project evolves. We plan to make it more flexible in the future, but for now, you may need to modify the templates (retimgann/templates/retimgann/*.html and retimgeval/templates/retimgeval/*.html) to suit your data.