verification_summary.json

{
  "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"
  ]
}