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README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: face-characteristics
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.5703703761100769
+---
+
+# face-characteristics
+
+
+Classify face images for acne, wrinkles, and skin pigmentation
+
+
+
+## Example Images
+
+
+#### acne
+
+![acne](images/acne.jpg)
+
+#### eyes dark circles
+
+![eyes dark circles](images/eyes_dark_circles.jpg)
+
+#### puffy eyes
+
+![puffy eyes](images/puffy_eyes.jpg)
+
+#### skin pigmentation
+
+![skin pigmentation](images/skin_pigmentation.jpg)
+
+#### skin redness
+
+![skin redness](images/skin_redness.jpg)
+
+#### skin texture
+
+![skin texture](images/skin_texture.jpg)
+
+#### wrinkled face
+
+![wrinkled face](images/wrinkled_face.jpg)

config.json

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+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "acne",
+    "1": "eyes dark circles",
+    "2": "puffy eyes",
+    "3": "skin pigmentation",
+    "4": "skin redness",
+    "5": "skin texture",
+    "6": "wrinkled face"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "acne": "0",
+    "eyes dark circles": "1",
+    "puffy eyes": "2",
+    "skin pigmentation": "3",
+    "skin redness": "4",
+    "skin texture": "5",
+    "wrinkled face": "6"
+  },
+  "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,
+  "torch_dtype": "float32",
+  "transformers_version": "4.30.2"
+}

model.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:cce12538350687ecb37adfaedc1362d0df538e8f4a22769eb70664da0f7be3d8
+size 343239356

preprocessor_config.json

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+{
+  "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
+  }
+}

pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:523bea7175f99c9adfddf23d118a9bf566c87e888c578afcc6ba73d3a74ba503
+size 343281325