leaf_classification

A convolutional network for leaf classification of the Northeastern United States 185 tree species dataset

Dataset: https://drive.google.com/file/d/1SKzdTgInW7VUQuuFkjhCKjfOesRIcRbo/view

Colab Notebook: https://colab.research.google.com/drive/1cosZo2-hM_k8PM-O1ZBKopSeNb7y6Lvn

A basic 3 layer convolutional network was found to give the best tradeoff between accuracy and training time

We achieved a final accuracy of 88% on the test data which is pretty good considering the minimal preprocessing, noisy training data and the large number of target classes