Footwear Classification
Shoes, Sandals, and Boots
DenseNet121
Validation Loss: 0.0774
Validation Accuracy: 0.9747
From 7 Epochs!
Total params: 7,366,467
Trainable params: 328,963
Non-trainable params: 7,037,504
All Correct!
InceptionV3
Base ImageNet Model + 1 Dense Layer
loss: 0.0985 - accuracy: 0.9677 from 17 epochs
Trainable params: 525,315
Max training accuracy 0.9740
ResNet152V2
Val - Loss: 0.0717
Val-Accuracy: 0.9735
From 10 Epochs!
Total params: 58,988,547
Trainable params: 656,899
Non-trainable params: 58,331,648
Xception