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@@ -47,7 +47,7 @@ Before augmentations:
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  I used Ultralytics Yolov11 because its reported metrics for object detection are greater than YOLOv12 . I used object detection because it would allow me to both collect data on population numbers for multiple classes.
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  #
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- ### Model implementation
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  ```python
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  I used Ultralytics Yolov11 because its reported metrics for object detection are greater than YOLOv12 . I used object detection because it would allow me to both collect data on population numbers for multiple classes.
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  #
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+ ### Model implementation - code sample
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  ```python
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