27. Lab: Solution - Feature Extraction with Traffic Signs

I used the same code from the Cifar10 solution.

After 50 epochs these are the results for each model:

VGG

Epoch 50/50
4300/4300 [==============================] - 0s - loss: 0.0873 - acc: 0.9958 - val_loss: 0.4368 - val_acc: 0.8666

Inception

Epoch 50/50
4300/4300 [==============================] - 0s - loss: 0.0276 - acc: 1.0000 - val_loss: 0.8378 - val_acc: 0.7519

ResNet

Epoch 50/50
4300/4300 [==============================] - 0s - loss: 0.0332 - acc: 1.0000 - val_loss: 0.6146 - val_acc: 0.8108