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Commit From AutoTrain

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Files changed (5) hide show
  1. .gitattributes +3 -0
  2. README.md +37 -0
  3. config.json +68 -0
  4. preprocessor_config.json +23 -0
  5. pytorch_model.bin +3 -0
.gitattributes CHANGED
@@ -32,3 +32,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ *.bin.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.gz filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags:
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+ - autotrain
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+ - vision
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+ - image-classification
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+ datasets:
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+ - davanstrien/autotrain-data-wikiart-sample2
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+ widget:
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+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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+ example_title: Tiger
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+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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+ example_title: Teapot
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+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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+ example_title: Palace
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+ co2_eq_emissions:
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+ emissions: 11.205178749202512
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+ ---
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+
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+ # Model Trained Using AutoTrain
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+
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+ - Problem type: Multi-class Classification
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+ - Model ID: 42615108993
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+ - CO2 Emissions (in grams): 11.2052
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+
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+ ## Validation Metrics
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+
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+ - Loss: 0.761
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+ - Accuracy: 0.729
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+ - Macro F1: 0.682
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+ - Micro F1: 0.729
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+ - Weighted F1: 0.723
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+ - Macro Precision: 0.742
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+ - Micro Precision: 0.729
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+ - Weighted Precision: 0.726
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+ - Macro Recall: 0.658
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+ - Micro Recall: 0.729
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+ - Weighted Recall: 0.729
config.json ADDED
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+ {
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+ "_name_or_path": "AutoTrain",
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+ "architectures": [
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+ "SwinForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "depths": [
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+ 2,
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+ 2,
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+ 18,
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+ 2
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+ ],
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+ "drop_path_rate": 0.1,
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+ "embed_dim": 128,
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+ "encoder_stride": 32,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 1024,
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+ "id2label": {
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+ "0": "Unknown Genre",
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+ "1": "abstract_painting",
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+ "10": "still_life",
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+ "2": "cityscape",
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+ "3": "genre_painting",
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+ "4": "illustration",
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+ "5": "landscape",
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+ "6": "nude_painting",
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+ "7": "portrait",
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+ "8": "religious_painting",
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+ "9": "sketch_and_study"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "Unknown Genre": "0",
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+ "abstract_painting": "1",
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+ "cityscape": "2",
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+ "genre_painting": "3",
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+ "illustration": "4",
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+ "landscape": "5",
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+ "nude_painting": "6",
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+ "portrait": "7",
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+ "religious_painting": "8",
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+ "sketch_and_study": "9",
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+ "still_life": "10"
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "max_length": 128,
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+ "mlp_ratio": 4.0,
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+ "model_type": "swin",
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+ "num_channels": 3,
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+ "num_heads": [
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+ 4,
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+ 8,
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+ 16,
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+ 32
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+ ],
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+ "num_layers": 4,
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+ "padding": "max_length",
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+ "patch_size": 4,
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+ "path_norm": true,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.25.1",
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+ "use_absolute_embeddings": false,
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+ "window_size": 7
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+ }
preprocessor_config.json ADDED
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+ {
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+ "do_normalize": true,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "feature_extractor_type": "ViTFeatureExtractor",
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+ "image_mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "image_processor_type": "ViTImageProcessor",
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+ "image_std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "height": 224,
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+ "width": 224
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+ }
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+ }
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