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 |