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karoladelk
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swin-tiny-patch4-window7-224-classification

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  1. README.md +12 -12
  2. model.safetensors +1 -1
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3032
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- - Accuracy: 0.8941
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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- | 0.8514 | 1.0 | 100 | 0.7862 | 0.7058 |
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- | 0.631 | 2.0 | 200 | 0.5492 | 0.7886 |
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- | 0.5516 | 2.99 | 300 | 0.5195 | 0.8079 |
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- | 0.4597 | 4.0 | 401 | 0.4840 | 0.8229 |
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- | 0.4094 | 5.0 | 501 | 0.3946 | 0.8597 |
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- | 0.3289 | 6.0 | 601 | 0.3787 | 0.8573 |
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- | 0.3145 | 6.99 | 701 | 0.3536 | 0.8773 |
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- | 0.2911 | 8.0 | 802 | 0.3249 | 0.8853 |
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- | 0.2487 | 9.0 | 902 | 0.3094 | 0.8938 |
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- | 0.2291 | 9.98 | 1000 | 0.3032 | 0.8941 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2748
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+ - Accuracy: 0.9148
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | 0.3193 | 1.0 | 100 | 0.3754 | 0.8717 |
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+ | 0.292 | 2.0 | 200 | 0.4086 | 0.8647 |
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+ | 0.2531 | 2.99 | 300 | 0.3407 | 0.8941 |
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+ | 0.2242 | 4.0 | 401 | 0.3317 | 0.8927 |
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+ | 0.2181 | 5.0 | 501 | 0.3073 | 0.8983 |
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+ | 0.1829 | 6.0 | 601 | 0.3104 | 0.9032 |
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+ | 0.1426 | 6.99 | 701 | 0.2976 | 0.9050 |
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+ | 0.1472 | 8.0 | 802 | 0.2736 | 0.9162 |
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+ | 0.1314 | 9.0 | 902 | 0.2800 | 0.9134 |
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+ | 0.1139 | 9.98 | 1000 | 0.2748 | 0.9148 |
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  ### Framework versions
model.safetensors CHANGED
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