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Update README.md

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@@ -25,6 +25,10 @@ This model was developed to address the challenges of Document Layout Segmentati
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  - **mAP50:** 0.99
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  - **mAP50-95:** 0.95
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  ## Usage
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  ### Example Code
 
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  - **mAP50:** 0.99
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  - **mAP50-95:** 0.95
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+ ### Confusion Matrix:
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+ ![Confusion Matrix](confusion_matrix.png "Confusion Matrix")
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  ## Usage
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  ### Example Code