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update #11560

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update #11560

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Suntijra
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@Suntijra Suntijra commented May 21, 2023

🤖 Generated by Copilot at 93e1754

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🛠️ PR Summary

Made with ❤️ by Ultralytics Actions

🌟 Summary

This PR adds new datasets for license plate detection along with pre-processing and augmentation details.

📊 Key Changes

  • Added README.dataset.txt, README.roboflow.txt explaining the new dataset and its source from Roboflow.
  • Included data.yaml defining the training and validation paths, class count, class names, and additional dataset info.
  • Added labels for 303 images in the YOLO v5 PyTorch format.
  • Implemented pre-processing such as resizing and center cropping, as well as augmentations like random Gaussian blur and salt and pepper noise.

🎯 Purpose & Impact

  • Improves the model's ability to detect car and motorcycle license plates by providing additional annotated training data.
  • The augmentations and pre-processing steps help in developing a robust model by simulating various real-world conditions.

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👋 Hello @Suntijra, thank you for submitting a YOLOv5 🚀 PR! To allow your work to be integrated as seamlessly as possible, we advise you to:

  • ✅ Verify your PR is up-to-date with ultralytics/yolov5 master branch. If your PR is behind you can update your code by clicking the 'Update branch' button or by running git pull and git merge master locally.
  • ✅ Verify all YOLOv5 Continuous Integration (CI) checks are passing.
  • ✅ Reduce changes to the absolute minimum required for your bug fix or feature addition. "It is not daily increase but daily decrease, hack away the unessential. The closer to the source, the less wastage there is." — Bruce Lee

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2 participants