
pic_size = 64
test_size = 0.15
epochs = 50
batch_size = 32

map_characters = {0: 'abraham_grampa_simpson', 1: 'apu_nahasapeemapetilon', 2: 'bart_simpson', 
        3: 'charles_montgomery_burns', 4: 'chief_wiggum', 5: 'comic_book_guy', 6: 'edna_krabappel', 
        7: 'homer_simpson', 8: 'kent_brockman', 9: 'krusty_the_clown', 10: 'lisa_simpson', 
        11: 'marge_simpson', 12: 'milhouse_van_houten', 13: 'moe_szyslak', 
        14: 'ned_flanders', 15: 'nelson_muntz', 16: 'principal_skinner', 17: 'sideshow_bob', 18: 'agnes_skinner', 19: 'barney_gumble'}

num_classes = len(map_characters)

input_shape = (pic_size, pic_size, 1)