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cropmodel-tree-genus
File size: 1,704 Bytes
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{
  "cropmodel": {
    "architecture": "resnet18",
    "batch_size": 4,
    "num_workers": 0,
    "lr": 0.0001,
    "scheduler": {
      "type": "ReduceLROnPlateau",
      "params": {
        "mode": "min",
        "factor": 0.5,
        "patience": 5,
        "threshold": 0.0001,
        "threshold_mode": "rel",
        "cooldown": 0,
        "min_lr": 0,
        "eps": 1e-08
      }
    },
    "balance_classes": false,
    "resize": [
      224,
      224
    ],
    "resize_interpolation": "nearest",
    "expand": 0,
    "label_dict": {
      "Abies": 0,
      "Acer": 1,
      "Alnus": 2,
      "Amelanchier": 3,
      "Arctostaphylos": 4,
      "Betula": 5,
      "Bourreria": 6,
      "Bucida": 7,
      "Bursera": 8,
      "Calocedrus": 9,
      "Carpinus": 10,
      "Carya": 11,
      "Celtis": 12,
      "Cercis": 13,
      "Cornus": 14,
      "Diospyros": 15,
      "Fagus": 16,
      "Fraxinus": 17,
      "Gleditsia": 18,
      "Gymnocladus": 19,
      "Halesia": 20,
      "Ilex": 21,
      "Juglans": 22,
      "Juniperus": 23,
      "Larix": 24,
      "Liquidambar": 25,
      "Liriodendron": 26,
      "Maclura": 27,
      "Magnolia": 28,
      "Metrosideros": 29,
      "Morus": 30,
      "Nyssa": 31,
      "Ostrya": 32,
      "Oxydendrum": 33,
      "Picea": 34,
      "Pinaceae": 35,
      "Pinus": 36,
      "Pisonia": 37,
      "Platanus": 38,
      "Populus": 39,
      "Prunus": 40,
      "Pseudotsuga": 41,
      "Quercus": 42,
      "Robinia": 43,
      "Sassafras": 44,
      "Sideroxylon": 45,
      "Symphoricarpos": 46,
      "Taxus": 47,
      "Thuja": 48,
      "Tilia": 49,
      "Triadica": 50,
      "Tsuga": 51,
      "Ulmus": 52,
      "Unknown": 53
    }
  }
}