{ "env": { "tf": "2.20.0", "keras": "3.13.2", "python": "3.13.15", "gpu": "/physical_device:GPU:0", "cpu": "Intel(R) Xeon(R) CPU @ 2.00GHz" }, "config": { "IMG_SIZE": [ 224, 224 ], "BATCH_SIZE": 32, "SEEDS": [ 0, 1, 2, 3, 4 ], "EPOCHS": 30, "PATIENCE": 4, "VAL_FRACTION": 0.15, "CALIB_N": 300, "MOBILENET_MINIMALISTIC": true, "DETERMINISTIC_OPS": false, "NEAR_DUP_HAMMING": 4, "N_FOLDS": 5 }, "split": { "unique_images": 1750, "train_folder": 1750, "test_folder": 700, "folds": 5 }, "audit": { "test_folder_images": 700, "test_exact_duplicate_files_in_train": 700, "test_with_near_dup_in_train": 700, "pct_test_with_near_dup_in_train": 100.0, "test_near_dup_with_DIFFERENT_label": 2, "genuinely_new_test_images": 0, "unique_images_used": 1750, "near_dup_groups": 1637, "images_in_multi_image_groups": 212, "groups_with_conflicting_labels": 3 }, "params": { "effnetb0": { "total": 4058538, "frozen": 4049571, "trainable": 8967, "macs_M": 384.543712 }, "mnv3small": { "total": 445039, "frozen": 441000, "trainable": 4039, "macs_M": 50.678656 } }, "classes": [ "Bacterial Red disease", "Bacterial diseases - Aeromoniasis", "Bacterial gill disease", "Fungal diseases Saprolegniasis", "Healthy Fish", "Parasitic diseases", "Viral diseases White tail disease" ] }