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yolo12138
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segformer-b2-human-parse-24

Image Segmentation
Transformers
TensorBoard
Safetensors
segformer
Generated from Trainer
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1

Adding ONNX file of this model

#1
by DeokGyu - opened
base: refs/heads/main
←
from: refs/pr/1
Discussion Files changed
+148
-0
Files changed (3) hide show
  1. onnx/config.json +121 -0
  2. onnx/model.onnx +3 -0
  3. onnx/preprocessor_config.json +24 -0
onnx/config.json ADDED
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+ {
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+ "_name_or_path": "yolo12138/segformer-b2-human-parse-24",
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+ "architectures": [
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+ "SegformerForSemanticSegmentation"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "classifier_dropout_prob": 0.1,
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+ "decoder_hidden_size": 768,
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+ "depths": [
10
+ 3,
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+ 4,
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+ 6,
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+ 3
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+ ],
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+ "downsampling_rates": [
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+ 1,
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+ 4,
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+ 8,
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+ 16
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+ ],
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+ "drop_path_rate": 0.1,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_sizes": [
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+ 64,
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+ 128,
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+ 320,
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+ 512
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+ ],
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+ "id2label": {
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+ "0": "background",
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+ "1": "hat",
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+ "2": "hair",
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+ "3": "glove",
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+ "4": "glasses",
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+ "5": "upper_only_torso_region",
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+ "6": "dresses_only_torso_region",
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+ "7": "coat_only_torso_region",
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+ "8": "socks",
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+ "9": "left_pants",
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+ "10": "right_patns",
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+ "11": "skin_around_neck_region",
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+ "12": "scarf",
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+ "13": "skirts",
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+ "14": "face",
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+ "15": "left_arm",
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+ "16": "right_arm",
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+ "17": "left_leg",
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+ "18": "right_leg",
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+ "19": "left_shoe",
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+ "20": "right_shoe",
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+ "21": "left_sleeve_for_upper",
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+ "22": "right_sleeve_for_upper",
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+ "23": "bag"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "background": 0,
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+ "bag": 23,
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+ "coat_only_torso_region": 7,
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+ "dresses_only_torso_region": 6,
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+ "face": 14,
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+ "glasses": 4,
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+ "glove": 3,
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+ "hair": 2,
67
+ "hat": 1,
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+ "left_arm": 15,
69
+ "left_leg": 17,
70
+ "left_pants": 9,
71
+ "left_shoe": 19,
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+ "left_sleeve_for_upper": 21,
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+ "right_arm": 16,
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+ "right_leg": 18,
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+ "right_patns": 10,
76
+ "right_shoe": 20,
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+ "right_sleeve_for_upper": 22,
78
+ "scarf": 12,
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+ "skin_around_neck_region": 11,
80
+ "skirts": 13,
81
+ "socks": 8,
82
+ "upper_only_torso_region": 5
83
+ },
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+ "layer_norm_eps": 1e-06,
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+ "mlp_ratios": [
86
+ 4,
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+ 4,
88
+ 4,
89
+ 4
90
+ ],
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+ "model_type": "segformer",
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+ "num_attention_heads": [
93
+ 1,
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+ 2,
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+ 5,
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+ 8
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+ ],
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+ "num_channels": 3,
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+ "num_encoder_blocks": 4,
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+ "patch_sizes": [
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+ 7,
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+ 3,
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+ 3,
104
+ 3
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+ ],
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+ "reshape_last_stage": true,
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+ "semantic_loss_ignore_index": 255,
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+ "sr_ratios": [
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+ 8,
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+ 4,
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+ 2,
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+ 1
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+ ],
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+ "strides": [
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+ 4,
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+ 2,
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+ 2,
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+ 2
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+ ],
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+ "transformers_version": "4.34.0"
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+ }
onnx/model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:534c9bc2553f4c364105f75f0231f9fa6ede6d276cf11f0866cbddccaccd0c15
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+ size 110057747
onnx/preprocessor_config.json ADDED
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+ {
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+ "do_normalize": true,
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+ "do_reduce_labels": false,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "feature_extractor_type": "SegformerFeatureExtractor",
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+ "image_mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "image_processor_type": "SegformerFeatureExtractor",
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+ "image_std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "resample": 2,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "height": 256,
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+ "width": 256
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+ }
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+ }