Keras Squeezenet

Keras implementation of Squeeze Net architecture described in arXiv : 1602.07360v3 (https://arxiv.org/pdf/1602.07360.pdf)

It uses the so-called Eve optimizer (https://arxiv.org/pdf/1611.01505v2.pdf), implementation here: https://github.com/jayanthkoushik/sgd-feedback

TODOs:

• add data augmentation (Done)
• add bypasses (Added simple bypasses)
• experiment with Batch Normalization (Parametrized inside SqueezeNetBuilder and FireModule classes)
• try more levels of Dense layers (Added the possibility to inject a small subnet in the model)
• Update Eve Optimizer implementation to Keras 2