| from pathlib import Path | |
| SEED = 42 | |
| INIT_WIDTH = 1944 | |
| INIT_HEIGHT = 2592 | |
| IMG_WIDTH = 192 | |
| IMG_HEIGHT = 240 | |
| IMG_CHANNELS = 1 | |
| VIEW = False | |
| epsilon = .0001 | |
| # model parameters | |
| OPTIMIZER = 'adam' | |
| MODEL_LOSS = 'binary_crossentropy' | |
| patience = 500 | |
| val_split = 0.1 | |
| batch_size = 16 | |
| TEST_SIZE = 20 | |
| MATURE = "mature" | |
| IMMATURE = "immature" | |
| BASE_DATA_DIR = Path("/data/eurova/cumulus_database/") | |
| BASE_MASKS_DIR = BASE_DATA_DIR/"masks" | |