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Heem2/
$bone-fracture-detection-using-xray$
bone-fracture-detection-using-xray

Name: bone-fracture-detection-using-xray
Availability: InStock

generated_from_trainer

google/vit-base-patch16-224-in21k

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bone-fracture-detection-using-x-rays

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0458
Accuracy: 0.9769

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5407	1.0	111	0.2512	0.9143
0.1819	2.0	222	0.1203	0.9526
0.1351	3.0	333	0.1183	0.9521
0.101	4.0	444	0.0905	0.9616
0.0705	5.0	555	0.0958	0.9628
0.0658	6.0	666	0.0671	0.9729
0.0584	7.0	777	0.0498	0.9803
0.0507	8.0	888	0.0633	0.9735
0.0508	9.0	999	0.0640	0.9797
0.0432	10.0	1110	0.0458	0.9769

Framework versions

Transformers 4.38.2
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Heem2/bone-fracture-detection-using-xray

bone-fracture-detection-using-x-rays

Training results

Framework versions

Heem2/
$bone-fracture-detection-using-xray$
bone-fracture-detection-using-xray