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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:
+- chanhua/autotrain-data-autotrain-7p556-nc0f8
+---
+
+# Model Trained Using AutoTrain
+
+- Problem type: Image Classification
+
+## Validation Metricsg
+loss: 1.0925332307815552
+
+f1_macro: 0.16666666666666666
+
+f1_micro: 0.3333333333333333
+
+f1_weighted: 0.16666666666666666
+
+precision_macro: 0.1111111111111111
+
+precision_micro: 0.3333333333333333
+
+precision_weighted: 0.1111111111111111
+
+recall_macro: 0.3333333333333333
+
+recall_micro: 0.3333333333333333
+
+recall_weighted: 0.3333333333333333
+
+accuracy: 0.3333333333333333

checkpoint-4/config.json

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+{
+  "_name_or_path": "facebook/convnextv2-pico-1k-224",
+  "_num_labels": 3,
+  "architectures": [
+    "ConvNextV2ForImageClassification"
+  ],
+  "depths": [
+    2,
+    2,
+    6,
+    2
+  ],
+  "drop_path_rate": 0.0,
+  "hidden_act": "gelu",
+  "hidden_sizes": [
+    64,
+    128,
+    256,
+    512
+  ],
+  "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,
+  "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": "convnextv2",
+  "num_channels": 3,
+  "num_stages": 4,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "patch_size": 4,
+  "problem_type": "single_label_classification",
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1"
+}

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checkpoint-4/trainer_state.json

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+}

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config.json

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+  "_name_or_path": "facebook/convnextv2-pico-1k-224",
+  "_num_labels": 3,
+  "architectures": [
+    "ConvNextV2ForImageClassification"
+  ],
+  "depths": [
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+    2,
+    6,
+    2
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+  "hidden_act": "gelu",
+  "hidden_sizes": [
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+    128,
+    256,
+    512
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+    "1": "12covered_with_a_quilt_and_exposed_other_parts_of_the_body",
+    "2": "13has_nothing_to_do_with_11_and_12_above"
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+  "initializer_range": 0.02,
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+    "12covered_with_a_quilt_and_exposed_other_parts_of_the_body": 1,
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+  ],
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+  "transformers_version": "4.36.1"
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preprocessor_config.json

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+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+  "image_processor_type": "ConvNextImageProcessor",
+  "image_std": [
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+    0.224,
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+  ],
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+  "rescale_factor": 0.00392156862745098,
+  "size": {
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training_args.bin

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training_params.json

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+    "data_path": "chanhua/autotrain-data-autotrain-7p556-nc0f8",
+    "model": "facebook/convnextv2-pico-1k-224",
+    "username": "chanhua",
+    "lr": 5e-05,
+    "epochs": 3,
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+    "warmup_ratio": 0.1,
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+    "optimizer": "adamw_torch",
+    "scheduler": "linear",
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+    "train_split": "train",
+    "valid_split": "validation",
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+    "mixed_precision": "no",
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+    "repo_id": "chanhua/autotrain-7p556-nc0f8",
+    "evaluation_strategy": "epoch",
+    "image_column": "autotrain_image",
+    "target_column": "autotrain_label",
+    "log": "none"
+}