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Update README.md

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@@ -133,8 +133,10 @@ and recall with a mAP50 of 0.992.
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  | tissue | 482 | 978 | 0.999 | 0.994 | 0.995 | 0.909 |
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  ### Visual Examples of Classes
 
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- add later
 
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  ### Key Visualizations
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  | tissue | 482 | 978 | 0.999 | 0.994 | 0.995 | 0.909 |
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  ### Visual Examples of Classes
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+ ![Class Examples](class_collage.png)
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+ the grid above shows representative examples from the training dataset, organized
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+ alphabetically by class (left to right, top to bottom), with the final three images showing multi-item detection examples.
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  ### Key Visualizations
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