Create README.md
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README.md
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---
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license: apache-2.0
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metrics:
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- accuracy
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- f1
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base_model:
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- google/vit-base-patch16-224-in21k
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pipeline_tag: image-classification
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library_name: transformers
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---
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Returns the clothes category based on an image.
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See https://www.kaggle.com/code/dima806/clothes-image-detection-vit for details.
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```
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Classification report:
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precision recall f1-score support
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Blazer 0.2385 0.1300 0.1683 200
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Celana_Panjang 0.2316 0.1100 0.1492 200
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Celana_Pendek 0.0145 0.0050 0.0074 200
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Gaun 0.0110 0.0050 0.0069 200
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Hoodie 0.0000 0.0000 0.0000 200
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Jaket 0.0080 0.0150 0.0104 200
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Jaket_Denim 0.2078 0.3450 0.2594 200
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Jaket_Olahraga 0.0120 0.0050 0.0071 200
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Jeans 0.0000 0.0000 0.0000 200
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Kaos 0.0000 0.0000 0.0000 200
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Kemeja 0.1358 0.2050 0.1633 200
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Mantel 0.3058 0.1850 0.2305 200
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Polo 0.0667 0.0050 0.0093 200
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Rok 0.0550 0.2400 0.0895 200
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Sweter 0.0738 0.0900 0.0811 200
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accuracy 0.0893 3000
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macro avg 0.0907 0.0893 0.0788 3000
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weighted avg 0.0907 0.0893 0.0788 3000
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```
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