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README.md

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+---
+tags:
+- image-classification
+- pytorch
+- huggingpics
+metrics:
+- accuracy
+
+model-index:
+- name: cv_bird_classification
+  results:
+  - task:
+      name: Image Classification
+      type: image-classification
+    metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8765432238578796
+---
+
+# cv_bird_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
+
+
+#### Black footed Albatross
+
+![Black footed Albatross](images/Black_footed_Albatross.jpg)
+
+#### Brewer Blackbird
+
+![Brewer Blackbird](images/Brewer_Blackbird.jpg)
+
+#### Crested Auklet
+
+![Crested Auklet](images/Crested_Auklet.jpg)
+
+#### Groove billed Ani
+
+![Groove billed Ani](images/Groove_billed_Ani.jpg)
+
+#### Laysan Albatross
+
+![Laysan Albatross](images/Laysan_Albatross.jpg)
+
+#### Least Auklet
+
+![Least Auklet](images/Least_Auklet.jpg)
+
+#### Parakeet Auklet
+
+![Parakeet Auklet](images/Parakeet_Auklet.jpg)
+
+#### Red winged Blackbird
+
+![Red winged Blackbird](images/Red_winged_Blackbird.jpg)
+
+#### Rhinoceros Auklet
+
+![Rhinoceros Auklet](images/Rhinoceros_Auklet.jpg)
+
+#### Sooty Albatross
+
+![Sooty Albatross](images/Sooty_Albatross.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": "Black footed Albatross",
+    "1": "Brewer Blackbird",
+    "2": "Crested Auklet",
+    "3": "Groove billed Ani",
+    "4": "Laysan Albatross",
+    "5": "Least Auklet",
+    "6": "Parakeet Auklet",
+    "7": "Red winged Blackbird",
+    "8": "Rhinoceros Auklet",
+    "9": "Sooty Albatross"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Black footed Albatross": "0",
+    "Brewer Blackbird": "1",
+    "Crested Auklet": "2",
+    "Groove billed Ani": "3",
+    "Laysan Albatross": "4",
+    "Least Auklet": "5",
+    "Parakeet Auklet": "6",
+    "Red winged Blackbird": "7",
+    "Rhinoceros Auklet": "8",
+    "Sooty Albatross": "9"
+  },
+  "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": "4.32.0"
+}

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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+oid sha256:0873f7b3fd2d67372d65b8d9f0c29ece3f6649a9f03ad59e04bf11060ec93084
+size 343290541

runs/events.out.tfevents.1693882408.gpu1.5215.0

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+size 12627