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README.md
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'0': 'Altocumulus',
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'1': 'Altostratus',
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'2': 'Cirroculumulus',
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'6': 'Cumulus',
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'7': 'Nimbostratus',
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'8': 'Stratocumulus',
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'9': 'Stratus'}
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 1,
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"num_hidden_layers": 2,
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"patch_size": 16,
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"qkv_bias": true,
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"transformers_version": "4.34.0"
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}
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Datasets: https://www.kaggle.com/datasets/imbikramsaha/howard-cloudx
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Loss: 2.2806
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Accuracy: 0.1204203
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Hyperparameters:
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hidden_size: 768
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labels: {
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'0': 'Altocumulus',
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'1': 'Altostratus',
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'2': 'Cirroculumulus',
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'6': 'Cumulus',
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'7': 'Nimbostratus',
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'8': 'Stratocumulus',
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'9': 'Stratus'}
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image_size: 400
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num_channels: 1
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num_hidden_layers: 2
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Framework versions
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Transformers 4.33.1
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Pytorch 1.12.1+cu116
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Datasets 2.4.0
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Tokenizers 0.12.1
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