/Leaf-Classification

What species of tree is it? This project compares the predictive performance of a Multi-Layer Perceptron Model and a Convolutional Neural Network Model trained on images of leaves.

Primary LanguageJupyter NotebookMIT LicenseMIT

Leaf-Classification (in progress)

For this notebook, I use the Leaf Classification dataset from a Kaggle Challenge to do the following:

  • Build a Multi-Layer Perceptron (MLP) model
  • Build a Convolutional Neural Netwok (CNN)-based model
  • Compare predictive performace of the two models