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fruits-360-16-7
PedroSampaio/fruits-360-16-7
fruits-360-16-7 is a image classification model from PedroSampaio. 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
- swin
- Access
- Public
- Created
- Nov 1, 2023
- Updated
- Nov 1, 2023
- SHA
- ade6f64d
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. -->
fruits-360-16-7
This model is a fine-tuned version of google/vit-base-patch16-224 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0026
- Accuracy: 0.9992
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
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.0718 | 1.0 | 1057 | 0.0188 | 0.9976 |
| 0.0135 | 2.0 | 2115 | 0.0055 | 0.9992 |
| 0.0236 | 3.0 | 3173 | 0.0077 | 0.9976 |
| 0.0082 | 4.0 | 4231 | 0.0026 | 0.9992 |
| 0.004 | 5.0 | 5288 | 0.0036 | 0.9988 |
| 0.0067 | 6.0 | 6346 | 0.0024 | 0.9991 |
| 0.0005 | 7.0 | 7399 | 0.0022 | 0.9992 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Image Classification
- Library
- transformers
- Type
- swin
- License
- apache-2.0
- Created
- Nov 1, 2023
- Updated
- Nov 1, 2023