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mattmdjaga
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segformer_b2_clothes

Image Segmentation
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PyTorch
ONNX
Safetensors
segformer
vision
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20
mattmdjaga DeokGyu commited on
Commit
f6ac729
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1 Parent(s): 48531bf

Adding ONNX file of this model (#19)

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- Adding ONNX file of this model (0e60a03a68cd0d0d994c201dfece651006c4975a)


Co-authored-by: DeokGyu Han <DeokGyu@users.noreply.huggingface.co>

Files changed (3) hide show
  1. onnx/config.json +109 -0
  2. onnx/model.onnx +3 -0
  3. onnx/preprocessor_config.json +24 -0
onnx/config.json ADDED
@@ -0,0 +1,109 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "mattmdjaga/segformer_b2_clothes",
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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": [
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+ 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": "Sunglasses",
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+ "4": "Upper-clothes",
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+ "5": "Skirt",
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+ "6": "Pants",
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+ "7": "Dress",
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+ "8": "Belt",
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+ "9": "Left-shoe",
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+ "10": "Right-shoe",
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+ "11": "Face",
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+ "12": "Left-leg",
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+ "13": "Right-leg",
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+ "14": "Left-arm",
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+ "15": "Right-arm",
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+ "16": "Bag",
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+ "17": "Scarf"
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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": 16,
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+ "Belt": 8,
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+ "Dress": 7,
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+ "Face": 11,
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+ "Hair": 2,
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+ "Hat": 1,
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+ "Left-arm": 14,
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+ "Left-leg": 12,
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+ "Left-shoe": 9,
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+ "Pants": 6,
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+ "Right-arm": 15,
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+ "Right-leg": 13,
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+ "Right-shoe": 10,
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+ "Scarf": 17,
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+ "Skirt": 5,
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+ "Sunglasses": 3,
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+ "Upper-clothes": 4
71
+ },
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+ "layer_norm_eps": 1e-06,
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+ "mlp_ratios": [
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+ 4,
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+ 4,
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+ 4,
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+ 4
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+ ],
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+ "model_type": "segformer",
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+ "num_attention_heads": [
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+ 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,
87
+ "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,
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+ 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
@@ -0,0 +1,3 @@
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:a93a8dac171b5c1fcc53632a8bfc180bfd9759ea69a3e207451bb07f76add54f
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+ size 110039290
onnx/preprocessor_config.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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": 512,
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+ "width": 512
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+ }
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+ }