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config.json

@@ -0,0 +1,41 @@
+{
+  "_name_or_path": "dima806/facial_emotions_image_detection",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "sad",
+    "1": "disgust",
+    "2": "angry",
+    "3": "neutral",
+    "4": "fear",
+    "5": "surprise",
+    "6": "happy"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "angry": 2,
+    "disgust": 1,
+    "fear": 4,
+    "happy": 6,
+    "neutral": 3,
+    "sad": 0,
+    "surprise": 5
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "transformers_version": "4.36.2"
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3aac38bf9d6119956282fb5dfab1919ffcd4b72422e0be6436e3ca2a084265d4
+size 343479278

onnx/model_quantized.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:539b7b281d5fa35315c0cd0e54f2d1d5434c9bddfcf824488f355ae1dd1921c3
+size 87485840

preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTFeatureExtractor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

quantize_config.json

@@ -0,0 +1,35 @@
+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "MatMul",
+                "Slice",
+                "Gather",
+                "ConstantOfShape",
+                "Reshape",
+                "Erf",
+                "Div",
+                "Pow",
+                "Sub",
+                "Conv",
+                "Where",
+                "Transpose",
+                "Expand",
+                "Shape",
+                "Constant",
+                "ReduceMean",
+                "Unsqueeze",
+                "Concat",
+                "Gemm",
+                "Add",
+                "Sqrt",
+                "Softmax",
+                "Mul",
+                "Equal"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}