ASA ML GAMEPLAY - PLANTS : CLASSIFICATION

The vast majority of the pictures used to train all neuronal networks described here have been supplied by INRA Team in Avignon through two research projects namely Florapis and Florabeilles.
RUN
Our classification model follows the VGG16 architecture with weights adjustment's of the last layer.

Here it classifies flower images in three classes:
  • Hedera = ivy
  • Lavandula = lavender
  • Prunus = Cherry tree, plum tree ...

The model was trained on 210 images of each flower class and reached an average accuracy of 96% (75 images tested).