hypes

{"batch_size":40,
"MedInception":false,
"Recurrent_Layer":false,
"DWNet":false,
"residual":false,
"filters":[30, 60, 90, 120, 150, 180, 210],
"rnn_filters":[],
"neurons":[100,100],
"avgpool":false,

"learning_rate":0.001,
"weight_decay":0.000005,
"epochs":2000,
"dropout":0.5,
"batch_normalization":true,
"fc_bn":false,
"conv_type":"2d",
"activation":"relu",
"classifier":"softmax",
"num_classes":2,
"class_names":["Fatty","Dense"],
"padding":"same",
"optimizer":"Adam",
"loss":"scc",
"kernel_regularizer":0.001,
"kernel_size":[[3,3],[3,3],[3,3],[3,3],[3,3],[3,3],[3,3]],
"strides":[[1,1],[3,2],[3,2],[2,2],[2,2],[2,2],[2,2]],
"shuffle":true,
"generator_shuffle":true,
"metric":"accuracy",
"early_stop_patience":20,
"image_normalization":"-11",
"input_shape":[725,234,1],

"chkp_dir":"chkp/",
"log_dir":"logs/",
"tb_dir":"tensorboard/",
"final_model_dir":"models/",
"dataset_dir":"dataset/Breast/",
"log_name":"metrics_per_epoch.log",
"model_name":"Final_model_model-CNN.h5",
"weights_name":"Final_model_weights-CNN.h5",
"mri_file_suffix":"_synthetic_b",
"roi_file_suffix":"DWI_gland",
"kfold":[5,1],
"use_multiprocessing":true,
"workers":4,

"data_augmentation":true,
"offline_augmentation":true,
"degree":[180],
"mirror_x":[0.15, 0.35],
"mirror_y":[0.10, 0.25],
"alpha":[0.5, 0.8, 10],
"sigma":[0.9, 0.25, 20],
"alpha_affine":[1, 1, 1],
"alleviate_class_imbalances":false
}