Flowers-Recognition

Flowers Recognition with Transfer Learning

There are two types of solutions InceptionResNetV2 and ResNet50.

Both of them are pre-trained models to use transfer learning.

End of Training:

Resnet50: (number of Epochs: 50)

loss: 0.4437 - acc: 0.8366 - val_loss: 0.9303 - val_acc: 0.6779

InceptionResNetV2 (number of Epochs: 20)

loss: 0.1407 - acc: 0.9583 - val_loss: 0.4517 - val_acc: 0.8819

Here is the dataset: https://www.kaggle.com/alxmamaev/flowers-recognition