cropmodel-tree-species / config.json
ritesh313's picture
Upload ResNet-18 species model (epoch 4)
3efe2a2 verified
{
"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": {
"2PLANT": 0,
"2PLANT-S": 1,
"ABAM": 2,
"ABBA": 3,
"ABCO": 4,
"ABFR": 5,
"ABIES": 6,
"ABLAL": 7,
"ABLO": 8,
"ABMA": 9,
"ACBA3": 10,
"ACCI": 11,
"ACNE2": 12,
"ACNEN": 13,
"ACPE": 14,
"ACRU": 15,
"ACRUR": 16,
"ACSA2": 17,
"ACSA3": 18,
"ACSAS": 19,
"ALRU2": 20,
"AMLA": 21,
"ARVIM": 22,
"BEAL2": 23,
"BELE": 24,
"BENE4": 25,
"BEPA": 26,
"BEPAP": 27,
"BEPO": 28,
"BOSU2": 29,
"BUBU": 30,
"BUSI": 31,
"CAAQ2": 32,
"CACA18": 33,
"CADE27": 34,
"CAGL8": 35,
"CAIL2": 36,
"CAOV2": 37,
"CATO6": 38,
"CECA4": 39,
"CECAC": 40,
"CELA": 41,
"CEOC": 42,
"COFL2": 43,
"DIVI5": 44,
"FAGR": 45,
"FRAM2": 46,
"FRAXI": 47,
"FRNI": 48,
"FRPE": 49,
"GLTR": 50,
"GYDI": 51,
"HATE3": 52,
"ILOP": 53,
"JUNI": 54,
"JUOS": 55,
"JUVI": 56,
"LALA": 57,
"LIST2": 58,
"LITU": 59,
"MAAC": 60,
"MAFR": 61,
"MAPO": 62,
"MEPO5": 63,
"MORU2": 64,
"NYAQ2": 65,
"NYBI": 66,
"NYSY": 67,
"OSVI": 68,
"OXAR": 69,
"PIAB": 70,
"PIAL3": 71,
"PICO": 72,
"PICOL": 73,
"PIEC2": 74,
"PIED": 75,
"PIEL": 76,
"PIEN": 77,
"PIFL2": 78,
"PIGL": 79,
"PIJE": 80,
"PIMA": 81,
"PIMO3": 82,
"PINACE": 83,
"PINUS": 84,
"PIPA2": 85,
"PIPO": 86,
"PIPOS": 87,
"PIPU5": 88,
"PIRE": 89,
"PIRI": 90,
"PIRU": 91,
"PISA2": 92,
"PIST": 93,
"PITA": 94,
"PLOC": 95,
"PODE3": 96,
"POGR4": 97,
"POTR5": 98,
"PRAM": 99,
"PRME": 100,
"PRPEP": 101,
"PRSE2": 102,
"PRSES": 103,
"PSME": 104,
"PSMEM": 105,
"QUAL": 106,
"QUCH2": 107,
"QUCO2": 108,
"QUDO": 109,
"QUERC": 110,
"QUFA": 111,
"QUGE2": 112,
"QUHE2": 113,
"QUKE": 114,
"QULA2": 115,
"QULA3": 116,
"QULY": 117,
"QUMA13": 118,
"QUMA2": 119,
"QUMA3": 120,
"QUMI": 121,
"QUMO4": 122,
"QUMU": 123,
"QUNI": 124,
"QUPA5": 125,
"QUPH": 126,
"QURU": 127,
"QUSH": 128,
"QUST": 129,
"QUVE": 130,
"QUVI": 131,
"QUWI2": 132,
"ROPS": 133,
"SAAL5": 134,
"SILA20": 135,
"SYOR": 136,
"TABR2": 137,
"THPL": 138,
"TIAM": 139,
"TRSE6": 140,
"TSCA": 141,
"TSHE": 142,
"ULAL": 143,
"ULAM": 144,
"ULCR": 145,
"ULMUS": 146,
"ULRU": 147
}
}
}