<filename>CNN/model_parameters.py
# Model hyperparameters
PIXELS = 28

NUM_FILTERS_1 = 32
NUM_FILTERS_2 = 64
NUM_FILTERS_3 = 128
KERNAL_SIZE_1 = [3, 3]
KERNAL_SIZE_2 = [5, 5]
KERNAL_SIZE_3 = [5, 5]
POOL_SIZE_1 = 3
POOL_SIZE_2 = 3
POOL_SIZE_3 = 3
STRIDE = [2, 2]
NUM_DENSE_1 = 256
NUM_DENSE_2 = 64
DROPOUT = 0.25
ALPHA = 0.1
LEARNING_RATE = 0.002
RHO = 0.9
EPISLON = 1e-08
DECAY = 0.0

CATEGORIES = 10
BATCH_SIZE = 32
TRAINING_EPOCHS = 25
VALIDATION_SPLIT = 0.2
<filename>CNN/model_parameters.py
# Model hyperparameters
PIXELS = 28

NUM_FILTERS_1 = 32
NUM_FILTERS_2 = 64
NUM_FILTERS_3 = 128
KERNAL_SIZE_1 = [3, 3]
KERNAL_SIZE_2 = [5, 5]
KERNAL_SIZE_3 = [5, 5]
POOL_SIZE_1 = 3
POOL_SIZE_2 = 3
POOL_SIZE_3 = 3
STRIDE = [2, 2]
NUM_DENSE_1 = 256
NUM_DENSE_2 = 64
DROPOUT = 0.25
ALPHA = 0.1
LEARNING_RATE = 0.002
RHO = 0.9
EPISLON = 1e-08
DECAY = 0.0

CATEGORIES = 10
BATCH_SIZE = 32
TRAINING_EPOCHS = 25
VALIDATION_SPLIT = 0.2
# Model hyperparameters