Currently there is only license plate detection. Given image this network will find position of the plate on the image.
The best network consist of the following layers:
- 3x3 Convolution with 32 features
- Max pooling 2x2
- 2x2 Convolution with 64 features
- Max pooling 2x2
- 2x2 Convolution with 128 features
- Max pooling 2x2
- 500 neurons dense
- 500 neurons dense
Best score: 0.025452
- It looks that the aim is to get score less 0.003
- After reaching 0.0307 score the training is slowing. Only 50% epoch improve 10^-4 per 10 epoch