GeoVin

This repo contains the program to test the models used for the paper:

A convolutional neural network to recognize Chagas disease vectors using mobile phone images

Published in Ecological Informatics Volume 68 May 2022

This repo can be used as a starting point to build your Docker image and deploy it in a cloud service.

Under the models folder you will find the cvs files with the parameters for the sample app

This sample app is up at Triatoma. Test it out with your images!

You can test it locally with the command: python server.py or by installing Docker and using the following command:

docker build -t vinchuca . && docker run --rm -it -p 5000:5000 vinchuca

In the training repo you will find notebooks and images used to train the CNNs.

Portions of the code have been copied from Fastai