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Olive Leaf Image Classification with CNN and transfer learning

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Olive Leaf Image Classification

Introduction

In this project a dataset of 3400 olive leaf images collected from Denizli city of Turkey during spring and summer are given. Three classes of these images:

  1. Leaf images infected with Aculus olearius.
  2. Leaf images infected with Olive peacock spot.
  3. Leaf images with healthy leaves.

Objective

  1. Load and prepare images for modeling.
  2. Develop a convolutional neural network for image classification.
  3. Develop a model for image classification using transfer learning.

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Olive Leaf Image Classification with CNN and transfer learning

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