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Beans_disease_classficationv2
pwk666/Beans_disease_classficationv2
Beans_disease_classficationv2 is a image classification model from pwk666. 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 7, 2024
- Updated
- May 7, 2024
- SHA
- 0c90b318
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. -->
Beans_disease_classficationv2
This model is a fine-tuned version of pwk666/Beans_disease_classficationv4 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4798
- Accuracy: 0.9219
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: 32
- seed: 1337
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.0115 | 1.0 | 19 | 0.4415 | 0.9453 |
| 0.3081 | 2.0 | 38 | 0.2257 | 0.9453 |
| 0.1559 | 3.0 | 57 | 0.2166 | 0.9453 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.13.3
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- License
- apache-2.0
- Created
- May 7, 2024
- Updated
- May 7, 2024