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11-classifier-finetuned-padchest

Image Classification
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PyTorch
resnet
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11-classifier-finetuned-padchest
File size: 1,000 Bytes 
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{
  "_name_or_path": "microsoft/resnet-50",
  "architectures": [
    "ResNetForImageClassification"
  ],
  "depths": [
    3,
    4,
    6,
    3
  ],
  "downsample_in_first_stage": false,
  "embedding_size": 64,
  "hidden_act": "relu",
  "hidden_sizes": [
    256,
    512,
    1024,
    2048
  ],
  "id2label": {
    "0": "artificial valve",
    "1": "catheter",
    "2": "foreign body",
    "3": "material",
    "4": "no artifacts",
    "5": "pacemaker",
    "6": "prosthesis",
    "7": "tube"
  },
  "label2id": {
    "artificial valve": 0,
    "catheter": 1,
    "foreign body": 2,
    "material": 3,
    "no artifacts": 4,
    "pacemaker": 5,
    "prosthesis": 6,
    "tube": 7
  },
  "layer_type": "bottleneck",
  "model_type": "resnet",
  "num_channels": 3,
  "out_features": null,
  "problem_type": "single_label_classification",
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.28.0.dev0"
}