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Added cutout import from utils/augmentations.py to use Cutout Aug in … #9668

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merged 2 commits into from
Oct 1, 2022
Merged

Added cutout import from utils/augmentations.py to use Cutout Aug in … #9668

merged 2 commits into from
Oct 1, 2022

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senhorinfinito
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@senhorinfinito senhorinfinito commented Oct 1, 2022

…data loader by un-commenting line 679, 680, 681

#9669

🛠️ PR Summary

Made with ❤️ by Ultralytics Actions

🌟 Summary

Augmentation update in data loaders with the inclusion of the 'cutout' technique.

📊 Key Changes

  • Added the cutout image augmentation method to the list of augmentations in dataloaders.py.
  • Removed an older augmentation method (not specified in the diff) from the same list.

🎯 Purpose & Impact

  • 🔄 Enhanced Training Variety: The addition of cutout can improve model robustness by artificially creating occlusion scenarios.
  • 🔍 Improved Generalization: Models might generalize better to new, unseen images due to the increased diversity in training data.
  • 📈 Potential Accuracy Boost: Users may observe a positive impact on the accuracy of their trained models in certain tasks.

@glenn-jocher glenn-jocher merged commit 8a19437 into ultralytics:master Oct 1, 2022
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@senhorinfinito PR is merged. Thank you for your contributions to YOLOv5 🚀 and Vision AI ⭐

@senhorinfinito senhorinfinito deleted the import_correction branch October 1, 2022 15:30
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2 participants