{ "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 ], "expand": 0, "label_dict": { "Abies": 0, "Acer": 1, "Ailanthus": 2, "Alnus": 3, "Amelanchier": 4, "Arctostaphylos": 5, "Betula": 6, "Bourreria": 7, "Bucida": 8, "Bursera": 9, "Calocedrus": 10, "Carpinus": 11, "Carya": 12, "Castanea": 13, "Celtis": 14, "Cercis": 15, "Cornus": 16, "Diospyros": 17, "Fagus": 18, "Fraxinus": 19, "Gleditsia": 20, "Gordonia": 21, "Gymnocladus": 22, "Halesia": 23, "Ilex": 24, "Juglans": 25, "Juniperus": 26, "Larix": 27, "Liquidambar": 28, "Liriodendron": 29, "Maclura": 30, "Magnolia": 31, "Melia": 32, "Metrosideros": 33, "Morus": 34, "Nyssa": 35, "Ostrya": 36, "Oxydendrum": 37, "Picea": 38, "Pinaceae": 39, "Pinus": 40, "Pisonia": 41, "Platanus": 42, "Populus": 43, "Prunus": 44, "Pseudotsuga": 45, "Quercus": 46, "Robinia": 47, "Rosa": 48, "Salix": 49, "Sassafras": 50, "Sideroxylon": 51, "Symphoricarpos": 52, "Taxus": 53, "Thuja": 54, "Tilia": 55, "Triadica": 56, "Tsuga": 57, "Ulmus": 58, "Unknown": 59 } } }