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segformer-b2-human-parse-24

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segformer-b2-human-parse-24
File size: 2,177 Bytes 
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{
  "_name_or_path": "mattmdjaga/segformer_b2_clothes",
  "architectures": [
    "SegformerForSemanticSegmentation"
  ],
  "attention_probs_dropout_prob": 0.0,
  "classifier_dropout_prob": 0.1,
  "decoder_hidden_size": 768,
  "depths": [
    3,
    4,
    6,
    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": "hat",
    "2": "hair",
    "3": "glove",
    "4": "glasses",
    "5": "upper_only_torso_region",
    "6": "dresses_only_torso_region",
    "7": "coat_only_torso_region",
    "8": "socks",
    "9": "left_pants",
    "10": "right_patns",
    "11": "skin_around_neck_region",
    "12": "scarf",
    "13": "skirts",
    "14": "face",
    "15": "left_arm",
    "16": "right_arm",
    "17": "left_leg",
    "18": "right_leg",
    "19": "left_shoe",
    "20": "right_shoe",
    "21": "left_sleeve_for_upper",
    "22": "right_sleeve_for_upper",
    "23": "bag"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "background": 0,
    "bag": 23,
    "coat_only_torso_region": 7,
    "dresses_only_torso_region": 6,
    "face": 14,
    "glasses": 4,
    "glove": 3,
    "hair": 2,
    "hat": 1,
    "left_arm": 15,
    "left_leg": 17,
    "left_pants": 9,
    "left_shoe": 19,
    "left_sleeve_for_upper": 21,
    "right_arm": 16,
    "right_leg": 18,
    "right_patns": 10,
    "right_shoe": 20,
    "right_sleeve_for_upper": 22,
    "scarf": 12,
    "skin_around_neck_region": 11,
    "skirts": 13,
    "socks": 8,
    "upper_only_torso_region": 5
  },
  "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": "4.35.2"
}