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marwaALzaabi/
plant-identification-vit

Name: plant-identification-vit
Availability: InStock

generated_from_trainer

google/vit-large-patch16-224-in21k

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plant-identification-vit

This model is a fine-tuned version of google/vit-large-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.0315
Accuracy: 0.8096

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: 256
eval_batch_size: 256
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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.0085	1.0	953	1.0659	0.7762
0.6805	2.0	1906	0.8413	0.8029
0.5039	3.0	2859	0.7920	0.8069
0.3847	4.0	3812	0.7760	0.8102
0.2826	5.0	4765	0.8024	0.8049
0.2229	6.0	5718	0.8382	0.8099
0.1064	7.0	6671	0.8983	0.8074
0.0676	8.0	7624	0.9672	0.8072
0.027	9.0	8577	1.0089	0.8099
0.0209	10.0	9530	1.0315	0.8096

Framework versions

Transformers 4.46.3
Pytorch 2.4.1+cu124
Datasets 3.1.0
Tokenizers 0.20.3

marwaALzaabi/plant-identification-vit

plant-identification-vit

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

marwaALzaabi/
plant-identification-vit