commit files to HF hub

.gitattributes

@@ -33,3 +33,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+images/broken_headlight.jpg filter=lfs diff=lfs merge=lfs -text
+images/damaged_windscreen.jpg filter=lfs diff=lfs merge=lfs -text
+images/deflated_tire.jpg filter=lfs diff=lfs merge=lfs -text
+images/vehicle_oil_leak.jpg filter=lfs diff=lfs merge=lfs -text
+images/worn_out_tire.jpg filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: vehicle_defects
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.7857142686843872
+---
+
+# vehicle_defects
+
+
+Autogenerated by HuggingPics🤗🖼️
+
+Create your own image classifier for **anything** by running [the demo on Google Colab](https://colab.research.google.com/github/nateraw/huggingpics/blob/main/HuggingPics.ipynb).
+
+Report any issues with the demo at the [github repo](https://github.com/nateraw/huggingpics).
+
+
+## Example Images
+
+
+#### broken headlight
+
+![broken headlight](images/broken_headlight.jpg)
+
+#### damaged windscreen
+
+![damaged windscreen](images/damaged_windscreen.jpg)
+
+#### deflated tire
+
+![deflated tire](images/deflated_tire.jpg)
+
+#### vehicle oil leak
+
+![vehicle oil leak](images/vehicle_oil_leak.jpg)
+
+#### worn out tire
+
+![worn out tire](images/worn_out_tire.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": "broken headlight",
+    "1": "damaged windscreen",
+    "2": "deflated tire",
+    "3": "vehicle oil leak",
+    "4": "worn out tire"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "broken headlight": "0",
+    "damaged windscreen": "1",
+    "deflated tire": "2",
+    "vehicle oil leak": "3",
+    "worn out tire": "4"
+  },
+  "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": "4.31.0"
+}

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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+size 343275181

runs/events.out.tfevents.1691560114.405aa4a47be8.459.0

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