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About Mango Leaf Diseases Identification Using Convolutional Neural Network
This document summarizes a research paper that proposes using a convolutional neural network (CNN) to identify diseases affecting mango leaves. The paper describes developing a CNN model with three hidden layers to classify images of mango leaves with five different diseases or as healthy. The model achieves 96.67% accuracy on a dataset of 1,200 mango leaf images. It also reviews related works using machine learning and deep learning for automated plant disease identification.
Detailed Information
Author: | ['Shradha Verma'] |
---|---|
Publication Year: | 2019 |
Pages: | 14 |
Language: | English |
Format: | |
Price: | FREE |
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