This model is a fine-tuned version of wambugu71/crop_leaf_diseases_vit on Saon110/bd-crop-vegetable-plant-disease-dataset. It achieves the following results on the evaluation set:

Loss: 0.2651
Accuracy: 0.9085

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: 64
eval_batch_size: 64
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 256
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
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.4845	1.0	304	0.4700	0.8456
0.3312	2.0	608	0.3128	0.8933
0.2491	3.0	912	0.2703	0.9060

Framework versions

Transformers 4.57.1
Pytorch 2.8.0+cu126
Datasets 4.4.2
Tokenizers 0.22.1

dsett-ml/BengalCropDisease-finetuned-vit

BengalCropDisease-finetuned-vit

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

dsett-ml/
BengalCropDisease-finetuned-vit