Data & Machine Learning Pipeline

An Open-Source Deep Learning Project to Identify Trout Species

Aqua Vision Deep Learning Research Parent Template

The Deep Learning Model is a Convolutional Neural Network (ResNet-34). You can find the classes (fish species) supported by the current model here.

This is a blog post that goes into more detail on the data collection, data augmentation, model training and model performace.