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{
"_name_or_path": "microsoft/resnet-50",
"architectures": [
"ResNetForImageClassification"
],
"depths": [
3,
4,
6,
3
],
"downsample_in_bottleneck": false,
"downsample_in_first_stage": false,
"embedding_size": 64,
"hidden_act": "relu",
"hidden_sizes": [
256,
512,
1024,
2048
],
"id2label": {
"0": "Acropore_branched",
"1": "Acropore_digitised",
"2": "Acropore_tabular",
"3": "Algae_assembly",
"4": "Algae_limestone",
"5": "Algae_sodding",
"6": "Dead_coral",
"7": "Fish",
"8": "Human_object",
"9": "Living_coral",
"10": "Millepore",
"11": "No_acropore_encrusting",
"12": "No_acropore_foliaceous",
"13": "No_acropore_massive",
"14": "No_acropore_sub_massive",
"15": "Rock",
"16": "Sand",
"17": "Scrap",
"18": "Sea_cucumber",
"19": "Sea_urchins",
"20": "Sponge",
"21": "Syringodium_isoetifolium",
"22": "Thalassodendron_ciliatum",
"23": "Useless"
},
"label2id": {
"Acropore_branched": 0,
"Acropore_digitised": 1,
"Acropore_tabular": 2,
"Algae_assembly": 3,
"Algae_limestone": 4,
"Algae_sodding": 5,
"Dead_coral": 6,
"Fish": 7,
"Human_object": 8,
"Living_coral": 9,
"Millepore": 10,
"No_acropore_encrusting": 11,
"No_acropore_foliaceous": 12,
"No_acropore_massive": 13,
"No_acropore_sub_massive": 14,
"Rock": 15,
"Sand": 16,
"Scrap": 17,
"Sea_cucumber": 18,
"Sea_urchins": 19,
"Sponge": 20,
"Syringodium_isoetifolium": 21,
"Thalassodendron_ciliatum": 22,
"Useless": 23
},
"layer_type": "bottleneck",
"model_type": "resnet",
"num_channels": 3,
"out_features": [
"stage4"
],
"out_indices": [
4
],
"problem_type": "multi_label_classification",
"stage_names": [
"stem",
"stage1",
"stage2",
"stage3",
"stage4"
],
"torch_dtype": "float32",
"transformers_version": "4.36.2"
}
|