commit files to HF hub

README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: roomclassifier
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9402984976768494
+---
+
+# roomclassifier
+
+
+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)
+
+#### DinningRoom
+
+![DinningRoom](images/DinningRoom.jpg)
+
+#### Kitchen
+
+![Kitchen](images/Kitchen.jpg)
+
+#### Laundry room
+
+![Laundry room](images/Laundry_room.jpg)
+
+#### Livingroom
+
+![Livingroom](images/Livingroom.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": "DinningRoom",
+    "3": "Kitchen",
+    "4": "Laundry room",
+    "5": "Livingroom"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Bathroom": "0",
+    "Bedroom": "1",
+    "DinningRoom": "2",
+    "Kitchen": "3",
+    "Laundry room": "4",
+    "Livingroom": "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,
+  "torch_dtype": "float32",
+  "transformers_version": "4.17.0"
+}

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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+size 343290225

runs/events.out.tfevents.1648688760.4385668998c8.72.0

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