Hemgg/New-plant-disease-classification

New-plant-diseases-classification

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: 0.0548
• Accuracy: 0.995

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
2.5635	1.0	137	1.0712	0.9918
0.5929	2.0	275	0.3213	0.9923
0.2239	3.0	412	0.1482	0.9955
0.1256	4.0	550	0.1175	0.9882
0.0807	5.0	687	0.0648	0.9955
0.0561	6.0	825	0.0548	0.995

Framework versions

• Transformers 4.38.2
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2