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Cotton-Leaf-Disease-Detection

This respository check whether leaf is having disease or not

The dataset downloaded from: https://www.kaggle.com/janmejaybhoi/cotton-disease-dataset

I have performed these experiments using Google colab and dataset are stored on my Google drive. So directory path is my Google drive path.

Model architecture Accuracy (%)
CNN Model 75.47
Transfer_Learning_InceptionV3 89.62
Transfer_Learning_VGG16 92.45
Transfer_Learning_ResNet50V2 93.40
Transfer_Learning_VGG19 95.28
Transfer_Learning_MobileNetV2 95.28
Transfer_Learning_DenseNet201 99.06

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This respository check whether leaf is having disease or not

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