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Add Copy-Paste to mosaic9() #10165

Merged
merged 1 commit into from
Nov 15, 2022
Merged

Add Copy-Paste to mosaic9() #10165

merged 1 commit into from
Nov 15, 2022

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@glenn-jocher glenn-jocher commented Nov 15, 2022

Signed-off-by: Glenn Jocher [email protected]

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Improved image augmentation with "Copy-Paste" technique in data preprocessing.

πŸ“Š Key Changes

  • πŸ–ΌοΈ Introduced "Copy-Paste" image augmentation within the load_mosaic9 function in dataloaders.py.
  • 🏷️ Added support for this augmentation to handle image labels and segments.

🎯 Purpose & Impact

  • πŸ’‘ Purpose: The new "Copy-Paste" augmentation aims to enhance the variation in training data, which helps in improving the model's ability to generalize to new, unseen images by simulating a more diverse set of training examples.
  • πŸ” Impact: Users can expect potentially improved object detection performance from models trained with this method, especially in scenarios where the object of interest can appear in different contexts or compositions in the images.

Signed-off-by: Glenn Jocher <[email protected]>
@glenn-jocher glenn-jocher self-assigned this Nov 15, 2022
@glenn-jocher glenn-jocher merged commit ea73386 into master Nov 15, 2022
@glenn-jocher glenn-jocher deleted the glenn-jocher-patch-3 branch November 15, 2022 13:19
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