/plant-disease-identifier-v2

Primary LanguageJupyter Notebook

Plant Disease Identifier

Problem Statement:

To identify the disease of a plant from analysing the leaf using CNN

Data:

Type: Samples/Images healthy and affected leaves of plants belonging to 38 different diseases
Source: Kaggle
Link for Dataset
Image: RGB, 256x256

Environment:

Tensorflow: 2.5+, Keras: 2.5+
IDE: Kaggle and Google Colab with GPU enabled, VS code

Flowchat

Results

Training Accuracy: 92.32%
Testing Accuracy: 83.41%