config.json

{
  "_name_or_path": "nvidia/mit-b3",
  "architectures": [
    "SegformerForSemanticSegmentation"
  ],
  "attention_probs_dropout_prob": 0.0,
  "classifier_dropout_prob": 0.1,
  "decoder_hidden_size": 768,
  "depths": [
    3,
    4,
    18,
    3
  ],
  "downsampling_rates": [
    1,
    4,
    8,
    16
  ],
  "drop_path_rate": 0.1,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_sizes": [
    64,
    128,
    320,
    512
  ],
  "id2label": {
    "0": "background",
    "1": "Features",
    "2": "crows_feet",
    "3": "forehead_rhytid",
    "4": "glabellar_rhytid",
    "5": "left_dermatochalasis",
    "6": "left_festoon",
    "7": "left_hyperpigmentation",
    "8": "left_inferior_orbital_rim_hollow",
    "9": "left_lower_eyelid_fat_herniation",
    "10": "left_lower_eyelid_rhytids",
    "11": "left_medial_upper_eyelid_fat_herniation",
    "12": "left_ptosis",
    "13": "left_upper_eyelid_hollow",
    "14": "right_dermatochalasis",
    "15": "right_festoon",
    "16": "right_hyperpigmentation",
    "17": "right_inferior_orbital_rim_hollow",
    "18": "right_lower_eyelid_fat_herniation",
    "19": "right_lower_eyelid_rhytids",
    "20": "right_medial_upper_eyelid_fat_herniation",
    "21": "right_ptosis",
    "22": "right_upper_eyelid_hollow"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "Features": 1,
    "background": 0,
    "crows_feet": 2,
    "forehead_rhytid": 3,
    "glabellar_rhytid": 4,
    "left_dermatochalasis": 5,
    "left_festoon": 6,
    "left_hyperpigmentation": 7,
    "left_inferior_orbital_rim_hollow": 8,
    "left_lower_eyelid_fat_herniation": 9,
    "left_lower_eyelid_rhytids": 10,
    "left_medial_upper_eyelid_fat_herniation": 11,
    "left_ptosis": 12,
    "left_upper_eyelid_hollow": 13,
    "right_dermatochalasis": 14,
    "right_festoon": 15,
    "right_hyperpigmentation": 16,
    "right_inferior_orbital_rim_hollow": 17,
    "right_lower_eyelid_fat_herniation": 18,
    "right_lower_eyelid_rhytids": 19,
    "right_medial_upper_eyelid_fat_herniation": 20,
    "right_ptosis": 21,
    "right_upper_eyelid_hollow": 22
  },
  "layer_norm_eps": 1e-06,
  "mlp_ratios": [
    4,
    4,
    4,
    4
  ],
  "model_type": "segformer",
  "num_attention_heads": [
    1,
    2,
    5,
    8
  ],
  "num_channels": 3,
  "num_encoder_blocks": 4,
  "patch_sizes": [
    7,
    3,
    3,
    3
  ],
  "reshape_last_stage": true,
  "semantic_loss_ignore_index": 255,
  "sr_ratios": [
    8,
    4,
    2,
    1
  ],
  "strides": [
    4,
    2,
    2,
    2
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.46.1"
}