vit-b16-plant_village

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

• Loss: 0.0100
• Accuracy: 0.9973

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0002
• train_batch_size: 16
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.1747	1.0	3119	0.0364	0.9885
0.0031	2.0	6238	0.0100	0.9973

Framework versions

• Transformers 4.37.1
• Pytorch 2.1.2+cu121
• Datasets 2.16.1
• Tokenizers 0.15.1