Model save
Browse files- README.md +26 -0
- logs/events.out.tfevents.1740289899.a837d8c25e39.930.1 +2 -2
- model.safetensors +1 -1
README.md
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base_model: facebook/convnext-base-224
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tags:
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- generated_from_trainer
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model-index:
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- name: convnext-base-224_rice-leaf-disease-augmented-v2_fft
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results: []
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# convnext-base-224_rice-leaf-disease-augmented-v2_fft
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This model is a fine-tuned version of [facebook/convnext-base-224](https://huggingface.co/facebook/convnext-base-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: facebook/convnext-base-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: convnext-base-224_rice-leaf-disease-augmented-v2_fft
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results: []
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# convnext-base-224_rice-leaf-disease-augmented-v2_fft
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This model is a fine-tuned version of [facebook/convnext-base-224](https://huggingface.co/facebook/convnext-base-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3334
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- Accuracy: 0.8929
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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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| 1.9755 | 1.0 | 125 | 1.7906 | 0.5119 |
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| 1.3671 | 2.0 | 250 | 1.0186 | 0.75 |
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| 0.7289 | 3.0 | 375 | 0.6316 | 0.8185 |
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| 0.4637 | 4.0 | 500 | 0.5039 | 0.8482 |
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| 0.3583 | 5.0 | 625 | 0.4573 | 0.8571 |
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| 0.3262 | 6.0 | 750 | 0.4528 | 0.8631 |
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| 0.2609 | 7.0 | 875 | 0.3666 | 0.8780 |
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| 0.1505 | 8.0 | 1000 | 0.3273 | 0.8899 |
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| 0.0925 | 9.0 | 1125 | 0.3147 | 0.8869 |
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| 0.0696 | 10.0 | 1250 | 0.3147 | 0.8839 |
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| 0.0616 | 11.0 | 1375 | 0.3084 | 0.8929 |
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| 0.0335 | 12.0 | 1500 | 0.3218 | 0.8929 |
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| 0.0151 | 13.0 | 1625 | 0.3257 | 0.8929 |
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| 0.0096 | 14.0 | 1750 | 0.3379 | 0.8929 |
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| 0.0085 | 15.0 | 1875 | 0.3334 | 0.8929 |
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### Framework versions
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- Transformers 4.48.3
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logs/events.out.tfevents.1740289899.a837d8c25e39.930.1
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model.safetensors
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