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--- |
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tags: |
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- image-classification |
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- pytorch |
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- medical |
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- colon |
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metrics: |
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- f1 |
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--- |
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# Vision Transformer fine-tuned on kvasir_v2 for colonoscopy classification |
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## Metrics |
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``` |
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precision recall f1-score support |
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dyed-lifted-polyps 0.95 0.93 0.94 60 |
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dyed-resection-margins 0.97 0.95 0.96 64 |
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esophagitis 0.93 0.79 0.85 67 |
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normal-cecum 1.00 0.98 0.99 54 |
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normal-pylorus 0.95 1.00 0.97 57 |
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normal-z-line 0.82 0.93 0.87 67 |
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polyps 0.92 0.92 0.92 52 |
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ulcerative-colitis 0.93 0.95 0.94 59 |
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accuracy 0.93 480 |
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macro avg 0.93 0.93 0.93 480 |
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weighted avg 0.93 0.93 0.93 480 |
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``` |
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> Disclaimer: This model was trained for research only |
