The goal is to detect a set of 11 butterflies, that are predominant in the south of europe.
For the multiclass classification, I used the VGG16 for transfer learning:
I used a set of 200 images for the training set and 50 for the validation set.
These are the butterflies being used for the project:
Anthocharis Cardamines
Coenonympha Pamphilus
Gonepteryx Cleopatra
Issoria Lathonia
Lysandra Bellargus
Maniola Jurtina
Melanargia Ines
Aricia Cramera
Colias Corceus
Vanessa Atalanta
Iphiclides Feisthamelii