Flower classification using CNN. There are 5 classification like Daisy, Rose, Dandelion, Sunflower, Tulip
Dataset can be downloaded from https://www.kaggle.com/aritrase/flower-classification
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 | 64.81 |
| Transfer_Learning_InceptionV3 | 75.77 |
| Transfer_Learning_ResNet50V2 | 77.47 |
| Transfer_Learning_VGG19 | 77.55 |
| Transfer_Learning_VGG16 | 78.4 |
| Transfer_Learning_MobileNetV2 | 82.02 |
| Transfer_Learning_DenseNet201 | 82.64 |