plant-disease-detection-vit
This model is a fine-tuned version of google/vit-large-patch16-224-in21k on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0002
- Accuracy: 1.0
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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.0007 | 1.0 | 45 | 0.0004 | 1.0 |
| 0.0004 | 2.0 | 90 | 0.0317 | 0.9889 |
| 0.0003 | 3.0 | 135 | 0.0003 | 1.0 |
| 0.0002 | 4.0 | 180 | 0.0002 | 1.0 |
| 0.0002 | 5.0 | 225 | 0.0002 | 1.0 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.4.1+cu124
- Datasets 3.1.0
- Tokenizers 0.20.3
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Base model
google/vit-large-patch16-224-in21k