The code is in python.
I have used the the following Architecture : CONV2D -> BATCHNORM -> RELU -> MAXPOOL -> CONVBLOCK -> IDBLOCK x 2 -> CONVBLOCK -> IDBLOCK x 3 -> CONVBLOCK -> IDBLOCK x 5 -> CONVBLOCK -> IDBLOCK x 2 -> AVGPOOL -> FLATTEN -> FCLAYER -> OUTPUT
CONVBLOCK AND IDBLOCK are implemented in model.py
