dtd-timm-resnet50 / config.json
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{
"architecture": "resnet50",
"num_classes": 47,
"num_features": 2048,
"label_names": {
"banded": 0,
"blotchy": 1,
"braided": 2,
"bubbly": 3,
"bumpy": 4,
"chequered": 5,
"cobwebbed": 6,
"cracked": 7,
"crosshatched": 8,
"crystalline": 9,
"dotted": 10,
"fibrous": 11,
"flecked": 12,
"freckled": 13,
"frilly": 14,
"gauzy": 15,
"grid": 16,
"grooved": 17,
"honeycombed": 18,
"interlaced": 19,
"knitted": 20,
"lacelike": 21,
"lined": 22,
"marbled": 23,
"matted": 24,
"meshed": 25,
"paisley": 26,
"perforated": 27,
"pitted": 28,
"pleated": 29,
"polka-dotted": 30,
"porous": 31,
"potholed": 32,
"scaly": 33,
"smeared": 34,
"spiralled": 35,
"sprinkled": 36,
"stained": 37,
"stratified": 38,
"striped": 39,
"studded": 40,
"swirly": 41,
"veined": 42,
"waffled": 43,
"woven": 44,
"wrinkled": 45,
"zigzagged": 46
},
"pretrained_cfg": {
"tag": "a1_in1k",
"custom_load": false,
"input_size": [
3,
224,
224
],
"test_input_size": [
3,
288,
288
],
"fixed_input_size": false,
"interpolation": "bicubic",
"crop_pct": 0.95,
"test_crop_pct": 1.0,
"crop_mode": "center",
"mean": [
0.485,
0.456,
0.406
],
"std": [
0.229,
0.224,
0.225
],
"num_classes": 1000,
"pool_size": [
7,
7
],
"first_conv": "conv1",
"classifier": "fc",
"origin_url": "https://github.com/huggingface/pytorch-image-models",
"paper_ids": "arXiv:2110.00476"
}
}