What neat results! Did you exclude the plants and shellfish? How many images were in the training set?
By my calculations that training would cost you ~$700 on AWS. Is that right?
4 * 24h * $7.20/h = $691.20
$7.20/h for an 8 GPU instance: https://aws.amazon.com/ec2/instance-types/p2/