commit files to HF hub

.gitattributes

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 *.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/bathroom.jpg filter=lfs diff=lfs merge=lfs -text
+images/bedroom.jpg filter=lfs diff=lfs merge=lfs -text
+images/dining_room.jpg filter=lfs diff=lfs merge=lfs -text
+images/house_facade.jpg filter=lfs diff=lfs merge=lfs -text
+images/kitchen.jpg filter=lfs diff=lfs merge=lfs -text
+images/living_room.jpg filter=lfs diff=lfs merge=lfs -text
+images/sao_paulo_apartment_facade.jpg filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: real-estate-image-classification
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8958333134651184
+---
+
+# real-estate-image-classification
+
+
+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
+
+
+#### bathroom
+
+![bathroom](images/bathroom.jpg)
+
+#### bedroom
+
+![bedroom](images/bedroom.jpg)
+
+#### dining room
+
+![dining room](images/dining_room.jpg)
+
+#### house facade
+
+![house facade](images/house_facade.jpg)
+
+#### kitchen
+
+![kitchen](images/kitchen.jpg)
+
+#### living room
+
+![living room](images/living_room.jpg)
+
+#### sao paulo apartment facade
+
+![sao paulo apartment facade](images/sao_paulo_apartment_facade.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": "bathroom",
+    "1": "bedroom",
+    "2": "dining room",
+    "3": "house facade",
+    "4": "kitchen",
+    "5": "living room",
+    "6": "sao paulo apartment facade"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "bathroom": "0",
+    "bedroom": "1",
+    "dining room": "2",
+    "house facade": "3",
+    "kitchen": "4",
+    "living room": "5",
+    "sao paulo apartment facade": "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": "4.22.2"
+}

preprocessor_config.json

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+{
+  "do_normalize": true,
+  "do_resize": true,
+  "feature_extractor_type": "ViTFeatureExtractor",
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "size": 224
+}

pytorch_model.bin

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runs/events.out.tfevents.1664353892.6c0660a13e3e.68.0

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