| { | |
| "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 | |
| } | |
| } | |
| } |