def run_medium_colored_cnn():
size = DEFAULT_INPUT_SIZES["MEDIUM-COLOR"]
train_gen_settings, valid_gen_settings, train_flow_settings, valid_flow_settings = get_simple_color_settings(
size)
make_simple_gray_scale_cnn(
size,
"medium_colored_sv1",
train_gen_settings,
valid_gen_settings,
train_flow_settings,
valid_flow_settings,
)
def run_small_colored_cnn():
size = DEFAULT_INPUT_SIZES["SMALL-COLOR"]
train_gen_settings, valid_gen_settings, train_flow_settings, valid_flow_settings = get_simple_color_settings(
size)
make_simple_gray_scale_cnn(
size,
"small_colored_v1",
train_gen_settings,
valid_gen_settings,
train_flow_settings,
valid_flow_settings,
)
def run_large_simple_gray_scale_cnn():
size = DEFAULT_INPUT_SIZES["LARGE-GRAY"]
train_gen_settings, valid_gen_settings, train_flow_settings, valid_flow_settings = get_simple_gray_settings(
size
)
make_simple_gray_scale_cnn(
size,
"large_simple_gray_scale_v1",
train_gen_settings,
valid_gen_settings,
train_flow_settings,
valid_flow_settings,
)