This repository is a proof of concept similarity search engine built for EcoTaxa, using the ZooScanv2 dataset containing about 1.5M images and Faiss.
Make sure you have docker installed and from the repository do
docker build --tag tarasimsearch:1.0 .
docker run -it -p 8080:8080 tarasimsearch:1.0
You should be able to open localhost:8080 and use the website for a similarity search