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config.json

@@ -0,0 +1,109 @@
+{
+  "_name_or_path": "mattmdjaga/segformer_b0_clothes",
+  "architectures": [
+    "SegformerForSemanticSegmentation"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "decoder_hidden_size": 256,
+  "depths": [
+    2,
+    2,
+    2,
+    2
+  ],
+  "downsampling_rates": [
+    1,
+    4,
+    8,
+    16
+  ],
+  "drop_path_rate": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_sizes": [
+    32,
+    64,
+    160,
+    256
+  ],
+  "id2label": {
+    "0": "Background",
+    "1": "Hat",
+    "2": "Hair",
+    "3": "Sunglasses",
+    "4": "Upper-clothes",
+    "5": "Skirt",
+    "6": "Pants",
+    "7": "Dress",
+    "8": "Belt",
+    "9": "Left-shoe",
+    "10": "Right-shoe",
+    "11": "Face",
+    "12": "Left-leg",
+    "13": "Right-leg",
+    "14": "Left-arm",
+    "15": "Right-arm",
+    "16": "Bag",
+    "17": "Scarf"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "Background": 0,
+    "Bag": 16,
+    "Belt": 8,
+    "Dress": 7,
+    "Face": 11,
+    "Hair": 2,
+    "Hat": 1,
+    "Left-arm": 14,
+    "Left-leg": 12,
+    "Left-shoe": 9,
+    "Pants": 6,
+    "Right-arm": 15,
+    "Right-leg": 13,
+    "Right-shoe": 10,
+    "Scarf": 17,
+    "Skirt": 5,
+    "Sunglasses": 3,
+    "Upper-clothes": 4
+  },
+  "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
+  ],
+  "transformers_version": "4.37.0.dev0"
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02e6f1545475bc549184b6710487555b4b73eb08354cc3a480fb4fab1473a9d3
+size 15199746

onnx/model_quantized.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4f9d3e4fcf3e0b677ee0cf9810ebccdc7f478f9c69a60d38267bad598799ef73
+size 4384537

preprocessor_config.json

@@ -0,0 +1,23 @@
+{
+  "do_normalize": true,
+  "do_reduce_labels": false,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "SegformerFeatureExtractor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 512,
+    "width": 512
+  }
+}

quantize_config.json

@@ -0,0 +1,33 @@
+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "ReduceMean",
+                "Mul",
+                "Conv",
+                "MatMul",
+                "Softmax",
+                "Transpose",
+                "Unsqueeze",
+                "Constant",
+                "Div",
+                "Gather",
+                "Erf",
+                "Resize",
+                "Sqrt",
+                "Sub",
+                "Add",
+                "Concat",
+                "Cast",
+                "Pow",
+                "Slice",
+                "Shape",
+                "Reshape",
+                "Relu"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}