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Update dataset_stats() to cv2.INTER_AREA #5821

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Nov 29, 2021
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@glenn-jocher glenn-jocher commented Nov 29, 2021

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Optimizing image resizing method for better quality and efficiency.

πŸ“Š Key Changes

  • Switched the image resizing interpolation method from cv2.INTER_LINEAR to cv2.INTER_AREA.

🎯 Purpose & Impact

  • The new interpolation method cv2.INTER_AREA is better for downsizing images, providing higher quality results.
  • Users should see an improvement in image clarity when using the YOLOv5 model for processing large images that need to be resized.
  • Potentially could lead to slightly improved object detection accuracy due to better image quality.

@glenn-jocher glenn-jocher self-assigned this Nov 29, 2021
@glenn-jocher glenn-jocher merged commit 5ca5dd4 into master Nov 29, 2021
@glenn-jocher glenn-jocher deleted the glenn-jocher-patch-1 branch November 29, 2021 12:15
BjarneKuehl pushed a commit to fhkiel-mlaip/yolov5 that referenced this pull request Aug 26, 2022
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