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{
"_name_or_path": "microsoft/swinv2-large-patch4-window12to24-192to384-22kto1k-ft",
"architectures": [
"Swinv2ForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"depths": [
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2,
18,
2
],
"drop_path_rate": 0.1,
"embed_dim": 192,
"encoder_stride": 32,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 1536,
"id2label": {
"0": "Actinomycetes_Mycolata",
"1": "Anaerobic Type B",
"2": "Anaerobic suflur bacteria",
"3": "Beggiatoa",
"4": "Flexibacter",
"5": "Fungi",
"6": "GAO",
"7": "Haliscomenobacter",
"8": "Hyphomicrobium",
"9": "Microscrilla",
"10": "Microthrix",
"11": "Nitrosomonas",
"12": "Nostocoida limicola",
"13": "PAO",
"14": "Sphaerotilus-type 1701",
"15": "Spirilla",
"16": "Spirochaetes",
"17": "Tetrads",
"18": "Thiothrix",
"19": "Type 0041_0675",
"20": "Type 0092",
"21": "Type 021N",
"22": "Type 0411",
"23": "Type 0581_Chloroflexi",
"24": "Type 0914_0803",
"25": "Type 0961",
"26": "Type 1863",
"27": "Zoogloea",
"28": "bristleworm",
"29": "crustacean",
"30": "dead filament",
"31": "elevated polysaccharide",
"32": "ferric iron",
"33": "fibrous material",
"34": "filament impact on floc structure high",
"35": "filament impact on floc structure low",
"36": "filament impact on floc structure moderate",
"37": "flagellate",
"38": "floc open_diffuse",
"39": "floc strong",
"40": "floc weak",
"41": "free swimming ciliate",
"42": "gastrotrich",
"43": "grease",
"44": "inert",
"45": "iron sulfide",
"46": "irregular growth formations",
"47": "naked amoebae",
"48": "nematode",
"49": "normal polysaccharide",
"50": "oil",
"51": "rotifer",
"52": "stalked ciliate",
"53": "testate amoebae",
"54": "type 1851",
"55": "water bear",
"56": "yeast"
},
"image_size": 384,
"initializer_range": 0.02,
"label2id": {
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"Anaerobic Type B": 1,
"Anaerobic suflur bacteria": 2,
"Beggiatoa": 3,
"Flexibacter": 4,
"Fungi": 5,
"GAO": 6,
"Haliscomenobacter": 7,
"Hyphomicrobium": 8,
"Microscrilla": 9,
"Microthrix": 10,
"Nitrosomonas": 11,
"Nostocoida limicola": 12,
"PAO": 13,
"Sphaerotilus-type 1701": 14,
"Spirilla": 15,
"Spirochaetes": 16,
"Tetrads": 17,
"Thiothrix": 18,
"Type 0041_0675": 19,
"Type 0092": 20,
"Type 021N": 21,
"Type 0411": 22,
"Type 0581_Chloroflexi": 23,
"Type 0914_0803": 24,
"Type 0961": 25,
"Type 1863": 26,
"Zoogloea": 27,
"bristleworm": 28,
"crustacean": 29,
"dead filament": 30,
"elevated polysaccharide": 31,
"ferric iron": 32,
"fibrous material": 33,
"filament impact on floc structure high": 34,
"filament impact on floc structure low": 35,
"filament impact on floc structure moderate": 36,
"flagellate": 37,
"floc open_diffuse": 38,
"floc strong": 39,
"floc weak": 40,
"free swimming ciliate": 41,
"gastrotrich": 42,
"grease": 43,
"inert": 44,
"iron sulfide": 45,
"irregular growth formations": 46,
"naked amoebae": 47,
"nematode": 48,
"normal polysaccharide": 49,
"oil": 50,
"rotifer": 51,
"stalked ciliate": 52,
"testate amoebae": 53,
"type 1851": 54,
"water bear": 55,
"yeast": 56
},
"layer_norm_eps": 1e-05,
"mlp_ratio": 4.0,
"model_type": "swinv2",
"num_channels": 3,
"num_heads": [
6,
12,
24,
48
],
"num_layers": 4,
"patch_size": 4,
"path_norm": true,
"pretrained_window_sizes": [
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0,
0,
0
],
"problem_type": "single_label_classification",
"qkv_bias": true,
"torch_dtype": "float32",
"transformers_version": "4.33.2",
"use_absolute_embeddings": false,
"window_size": 24
}
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