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README.md

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+
+---
+tags:
+- autotrain
+- image-classification
+widget:
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
+  example_title: Tiger
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
+  example_title: Teapot
+- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
+  example_title: Palace
+datasets:
+- tangfei/autotrain-data-autotrain-3u170-rx6d7
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Image Classification
+
+## Validation Metricsg
+loss: 1.0810903310775757
+
+f1_macro: 0.26666666666666666
+
+f1_micro: 0.5
+
+f1_weighted: 0.4
+
+precision_macro: 0.2222222222222222
+
+precision_micro: 0.5
+
+precision_weighted: 0.3333333333333333
+
+recall_macro: 0.3333333333333333
+
+recall_micro: 0.5
+
+recall_weighted: 0.5
+
+accuracy: 0.5

checkpoint-6/config.json

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+{
+  "_name_or_path": "google/vit-large-patch16-224",
+  "_num_labels": 3,
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
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+  "hidden_size": 1024,
+  "id2label": {
+    "0": "11covered_with_a_quilt_and_only_the_head_exposed",
+    "1": "12covered_with_a_quilt_and_exposed_other_parts_of_the_body",
+    "2": "13has_nothing_to_do_with_11_and_12_above"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "11covered_with_a_quilt_and_only_the_head_exposed": 0,
+    "12covered_with_a_quilt_and_exposed_other_parts_of_the_body": 1,
+    "13has_nothing_to_do_with_11_and_12_above": 2
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 16,
+  "num_channels": 3,
+  "num_hidden_layers": 24,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1"
+}

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checkpoint-6/trainer_state.json

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config.json

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preprocessor_config.json

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+  "do_resize": true,
+  "image_mean": [
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training_params.json

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+    "username": "tangfei",
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+    "save_strategy": "epoch",
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+    "repo_id": "tangfei/autotrain-3u170-rx6d7",
+    "evaluation_strategy": "epoch",
+    "image_column": "autotrain_image",
+    "target_column": "autotrain_label",
+    "log": "none"
+}