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uisikdag/
swin-base-patch4-window7-224-in22k-plant-seedling-classification

Name: swin-base-patch4-window7-224-in22k-plant-seedling-classification
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weeds_swin_balanced

This model is a fine-tuned version of microsoft/swin-base-patch4-window7-224-in22k on the imagefolder dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.5298	1.0	150	0.3729	0.8633
0.4204	2.0	300	0.2560	0.8933
0.3229	3.0	450	0.3213	0.88
0.2347	4.0	600	0.2031	0.9233
0.3342	5.0	750	0.1912	0.9367
0.2106	6.0	900	0.1365	0.9467
0.1891	7.0	1050	0.1927	0.97
0.0629	8.0	1200	0.1726	0.9467
0.1169	9.0	1350	0.1363	0.9633
0.0426	10.0	1500	0.1356	0.9667