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github-actions avatar github-actions commented on April 27, 2024

Hello @yxNONG, thank you for your interest in our work! Please visit our Custom Training Tutorial to get started, and see our Jupyter Notebook Open In Colab, Docker Image, and Google Cloud Quickstart Guide for example environments.

If this is a bug report, please provide screenshots and minimum viable code to reproduce your issue, otherwise we can not help you.

If this is a custom model or data training question, please note that Ultralytics does not provide free personal support. As a leader in vision ML and AI, we do offer professional consulting, from simple expert advice up to delivery of fully customized, end-to-end production solutions for our clients, such as:

  • Cloud-based AI systems operating on hundreds of HD video streams in realtime.
  • Edge AI integrated into custom iOS and Android apps for realtime 30 FPS video inference.
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For more information please visit https://www.ultralytics.com.

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yxNONG avatar yxNONG commented on April 27, 2024

i try 50 epoch, get the mAP@50 great then 0 after 15 epoch, the problem is simply due to that train from scratch need more time to converge.

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glenn-jocher avatar glenn-jocher commented on April 27, 2024

@yxNONG yes you are correct, training from scratch takes longer to converge. Note that when training extremely small datasets like coco128.yaml from scratch, minimum training is 300 epochs, and recommended training is up to 1000 epochs.

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