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Default --data imagenette160 training (fastest) #9033

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merged 4 commits into from
Aug 19, 2022

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@glenn-jocher glenn-jocher commented Aug 19, 2022

Signed-off-by: Glenn Jocher glenn.jocher@ultralytics.com

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Adjustment of default dataset and clarification on epoch argument in training scripts. πŸŽ›οΈ

πŸ“Š Key Changes

  • Changed the default dataset in classify/train.py from cifar100 to imagenette160.
  • Added help description for the epochs argument in both classify/train.py and train.py to indicate it specifies the total training epochs.

🎯 Purpose & Impact

  • 🎯 The update to a more suitable default dataset is likely for improved out-of-the-box training performance or to showcase the capabilities of YOLOv5 with a different dataset type.
  • πŸ“ˆ The additional help text for the epochs argument improves usability by making it clear to users what this parameter controls, potentially reducing confusion and errors when configuring training sessions.

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
@glenn-jocher glenn-jocher merged commit 781401e into master Aug 19, 2022
@glenn-jocher glenn-jocher deleted the update/train_defaults branch August 19, 2022 13:06
ctjanuhowski pushed a commit to ctjanuhowski/yolov5 that referenced this pull request Sep 8, 2022
* Default --data `imagenette160` training (fastest)

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

* Update train.py

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

* Update train.py

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

* Update train.py

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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