commit files to HF hub

.gitattributes

@@ -33,3 +33,7 @@ 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/car_with_cracked_front_or_rear_windscreen.jpg filter=lfs diff=lfs merge=lfs -text
+images/car_with_large_dent_on_door.jpg filter=lfs diff=lfs merge=lfs -text
+images/car_with_missing_headlamp.jpg filter=lfs diff=lfs merge=lfs -text
+images/car_with_small_dent_on_door.jpg filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,48 @@
+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: car_damage_classifier
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8965517282485962
+---
+
+# car_damage_classifier
+
+
+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
+
+
+#### car with cracked front or rear windscreen
+
+![car with cracked front or rear windscreen](images/car_with_cracked_front_or_rear_windscreen.jpg)
+
+#### car with large dent on door
+
+![car with large dent on door](images/car_with_large_dent_on_door.jpg)
+
+#### car with missing headlamp
+
+![car with missing headlamp](images/car_with_missing_headlamp.jpg)
+
+#### car with small dent on door
+
+![car with small dent on door](images/car_with_small_dent_on_door.jpg)

config.json

@@ -0,0 +1,36 @@
+{
+  "_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": "car with cracked front or rear windscreen",
+    "1": "car with large dent on door",
+    "2": "car with missing headlamp",
+    "3": "car with small dent on door"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "car with cracked front or rear windscreen": "0",
+    "car with large dent on door": "1",
+    "car with missing headlamp": "2",
+    "car with small dent on door": "3"
+  },
+  "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": "4.35.2"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21090127a360b421fe5fa5830b3af925c4f71fc78d7e44439f2bada8e078784a
+size 343230128

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
+  }
+}

runs/events.out.tfevents.1701173477.43c50ed6079d.219.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8713b4f3abe023d2d7e636c092241b66f1fd0953871905ffb861c188435079f6
+size 1020