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DouglasBraga
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swin-tiny-patch4-window7-224-finetuned-leukemia-08-2024.v1.1

Image Classification
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swin
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  1. README.md +13 -13
  2. model.safetensors +1 -1
README.md CHANGED
@@ -23,7 +23,7 @@ model-index:
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  metrics:
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  - name: Accuracy
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  type: accuracy
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- value: 0.8892018779342723
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -33,8 +33,8 @@ 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 the imagefolder dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.3631
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- - Accuracy: 0.8892
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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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- | 0.32 | 0.9984 | 312 | 0.9902 | 0.6911 |
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- | 0.2625 | 2.0 | 625 | 0.5526 | 0.7690 |
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- | 0.1584 | 2.9984 | 937 | 0.5605 | 0.8019 |
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- | 0.1382 | 4.0 | 1250 | 0.4291 | 0.8498 |
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- | 0.1058 | 4.9984 | 1562 | 0.3911 | 0.8667 |
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- | 0.0703 | 6.0 | 1875 | 0.8593 | 0.8028 |
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- | 0.0671 | 6.9984 | 2187 | 0.3631 | 0.8892 |
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- | 0.0457 | 8.0 | 2500 | 0.7271 | 0.8338 |
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- | 0.0396 | 8.9984 | 2812 | 0.4655 | 0.8826 |
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- | 0.0293 | 9.984 | 3120 | 0.7581 | 0.8610 |
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  ### Framework versions
 
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  metrics:
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  - name: Accuracy
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  type: accuracy
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+ value: 0.8807511737089202
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
 
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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 the imagefolder dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6068
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+ - Accuracy: 0.8808
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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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+ | 0.3578 | 0.9984 | 312 | 1.7841 | 0.4263 |
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+ | 0.2403 | 2.0 | 625 | 0.9414 | 0.6808 |
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+ | 0.1815 | 2.9984 | 937 | 0.6044 | 0.7784 |
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+ | 0.2062 | 4.0 | 1250 | 0.5284 | 0.7643 |
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+ | 0.1212 | 4.9984 | 1562 | 0.4432 | 0.8488 |
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+ | 0.0723 | 6.0 | 1875 | 0.8276 | 0.7925 |
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+ | 0.0656 | 6.9984 | 2187 | 0.3423 | 0.8958 |
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+ | 0.0419 | 8.0 | 2500 | 0.5879 | 0.8770 |
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+ | 0.0469 | 8.9984 | 2812 | 0.5126 | 0.8854 |
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+ | 0.0302 | 9.984 | 3120 | 0.6068 | 0.8808 |
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  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
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