|
{ |
|
"_name_or_path": "microsoft/resnet-502024_03_12", |
|
"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" |
|
} |
|
|