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vit-base-travel-document-classification
TianZhou621/vit-base-travel-document-classification
vit-base-travel-document-classification is a image classification model from TianZhou621. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- vit
- Access
- Public
- Created
- May 5, 2025
- Updated
- May 10, 2025
- SHA
- 7c66c3f6
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
vit-base-travel-document-classification
This model is a fine-tuned version of google/vit-base-patch16-224 on the TianZhou621/travel-document-dataset dataset. It achieves the following results on the evaluation set:
- Loss: 0.4433
- Accuracy: 1.0
Model description
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: 0.0003
- train_batch_size: 4
- eval_batch_size: 8
- 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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 8 | 0.6273 | 0.5 |
| No log | 2.0 | 16 | 0.5903 | 0.75 |
| No log | 3.0 | 24 | 0.5776 | 0.75 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.1
- Tokenizers 0.21.1
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- May 5, 2025
- Updated
- May 10, 2025