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README.md
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@@ -4,4 +4,39 @@ metrics:
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- accuracy
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- f1
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---
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-
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- accuracy
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- f1
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---
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Returns headgear type given an image.
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See https://www.kaggle.com/code/dima806/headgear-image-detection-vit for more details.
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```
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Classification report:
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precision recall f1-score support
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BERET 1.0000 0.9565 0.9778 115
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FEDORA 0.9913 1.0000 0.9956 114
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SOMBERO 1.0000 1.0000 1.0000 115
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HARD HAT 1.0000 1.0000 1.0000 115
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FEZ 1.0000 0.9912 0.9956 114
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ZUCCHETTO 1.0000 0.9912 0.9956 114
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TOP HAT 1.0000 1.0000 1.0000 115
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DEERSTALKER 0.9913 1.0000 0.9956 114
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ASCOT CAP 0.9500 1.0000 0.9744 114
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PORK PIE 0.9739 0.9825 0.9782 114
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MILITARY HELMET 1.0000 1.0000 1.0000 115
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BICORNE 1.0000 0.9912 0.9956 114
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FOOTBALL HELMET 1.0000 1.0000 1.0000 115
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MOTARBOARD 0.9913 1.0000 0.9956 114
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BOATER 1.0000 1.0000 1.0000 115
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PITH HELMET 0.9913 1.0000 0.9956 114
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SOUTHWESTER 1.0000 0.9912 0.9956 114
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BOWLER 0.9912 0.9825 0.9868 114
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GARRISON CAP 1.0000 0.9912 0.9956 114
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BASEBALL CAP 1.0000 1.0000 1.0000 115
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accuracy 0.9939 2288
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macro avg 0.9940 0.9939 0.9939 2288
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weighted avg 0.9940 0.9939 0.9939 2288
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```
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