Model save
Browse files- README.md +26 -0
- logs/events.out.tfevents.1740283925.ca6c489f7bbc.211.3 +2 -2
- model.safetensors +1 -1
README.md
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base_model: microsoft/beit-base-patch16-224
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tags:
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- generated_from_trainer
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model-index:
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- name: beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
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results: []
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# beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
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This model is a fine-tuned version of [microsoft/beit-base-patch16-224](https://huggingface.co/microsoft/beit-base-patch16-224) on an unknown dataset.
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## Model description
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- num_epochs: 15
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.48.3
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base_model: microsoft/beit-base-patch16-224
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
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results: []
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# beit-base-patch16-224_rice-leaf-disease-augmented-v2_fft
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This model is a fine-tuned version of [microsoft/beit-base-patch16-224](https://huggingface.co/microsoft/beit-base-patch16-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5324
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- Accuracy: 0.9137
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## Model description
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- num_epochs: 15
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 1.6553 | 1.0 | 125 | 0.7916 | 0.7530 |
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| 0.481 | 2.0 | 250 | 0.3628 | 0.8810 |
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| 0.1631 | 3.0 | 375 | 0.2895 | 0.8988 |
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| 0.0609 | 4.0 | 500 | 0.3242 | 0.9167 |
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| 0.0293 | 5.0 | 625 | 0.3503 | 0.9196 |
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| 0.0223 | 6.0 | 750 | 0.3411 | 0.9226 |
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| 0.0302 | 7.0 | 875 | 0.3786 | 0.9226 |
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| 0.014 | 8.0 | 1000 | 0.4169 | 0.9256 |
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| 0.0069 | 9.0 | 1125 | 0.4648 | 0.9137 |
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| 0.006 | 10.0 | 1250 | 0.4697 | 0.9137 |
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| 0.0053 | 11.0 | 1375 | 0.5192 | 0.8958 |
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| 0.0093 | 12.0 | 1500 | 0.5058 | 0.9048 |
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| 0.0069 | 13.0 | 1625 | 0.5486 | 0.9077 |
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| 0.005 | 14.0 | 1750 | 0.5252 | 0.9167 |
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| 0.004 | 15.0 | 1875 | 0.5324 | 0.9137 |
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### Framework versions
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- Transformers 4.48.3
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logs/events.out.tfevents.1740283925.ca6c489f7bbc.211.3
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model.safetensors
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