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Project Introduction

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:

Data

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

https___inaturalist-open-data s3 amazonaws com_photos_115889997_original - Cópia

Coenonympha Pamphilus

https___inaturalist-open-data s3 amazonaws com_photos_114748844_original

Gonepteryx Cleopatra

https___inaturalist-open-data s3 amazonaws com_photos_119137850_original

Issoria Lathonia

https___inaturalist-open-data s3 amazonaws com_photos_117330595_original - Cópia

Lysandra Bellargus

https___observation org_photos_13355969 - Cópia

Maniola Jurtina

https___inaturalist-open-data s3 amazonaws com_photos_120689942_original - Cópia

Melanargia Ines

https___inaturalist-open-data s3 amazonaws com_photos_72126784_original - Cópia

Aricia Cramera

https___inaturalist-open-data s3 amazonaws com_photos_46806757_original - Cópia

Colias Corceus

https___inaturalist-open-data s3 amazonaws com_photos_133216737_original - Cópia

Vanessa Atalanta

https___inaturalist-open-data s3 amazonaws com_photos_111195205_original - Cópia

Iphiclides Feisthamelii

https___inaturalist-open-data s3 amazonaws com_photos_112557437_original

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Using CNN to detect butterflies

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