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pvt-small-224-finetuned-papsmear

Image Classification
Transformers
Safetensors
pvt
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pvt-small-224-finetuned-papsmear
File size: 1,217 Bytes 
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{
  "_name_or_path": "Xrenya/pvt-small-224",
  "architectures": [
    "PvtForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    3,
    4,
    6,
    3
  ],
  "drop_path_rate": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_sizes": [
    64,
    128,
    320,
    512
  ],
  "id2label": {
    "0": "ASCUS",
    "1": "Cancer",
    "2": "HSIL",
    "3": "LSIL",
    "4": "NILM",
    "5": "Non-Diagnostic"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "ASCUS": 0,
    "Cancer": 1,
    "HSIL": 2,
    "LSIL": 3,
    "NILM": 4,
    "Non-Diagnostic": 5
  },
  "layer_norm_eps": 1e-06,
  "mlp_ratios": [
    8,
    8,
    4,
    4
  ],
  "model_type": "pvt",
  "num_attention_heads": [
    1,
    2,
    5,
    8
  ],
  "num_channels": 3,
  "num_encoder_blocks": 4,
  "patch_sizes": [
    4,
    2,
    2,
    2
  ],
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "reshape_last_stage": true,
  "sequence_reduction_ratios": [
    8,
    4,
    2,
    1
  ],
  "sr_ratios": [
    8,
    4,
    2,
    1
  ],
  "strides": [
    4,
    2,
    2,
    2
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.44.2"
}