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Improved Usage example docstrings #9075

Merged
merged 3 commits into from
Aug 21, 2022
Merged

Improved Usage example docstrings #9075

merged 3 commits into from
Aug 21, 2022

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glenn-jocher
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@glenn-jocher glenn-jocher commented Aug 21, 2022

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Enhancements made to enable YOLOv5 classification and detection on more media types and export to various formats.

πŸ“Š Key Changes

  • Classification and Detection: Expanded the ability of YOLOv5's classification and detection to handle various sources like images and videos, and formats including PyTorch, ONNX, TensorFlow, CoreML, etc.
  • Training and Validation: Updated usage instructions for training and validating classification and detection models, highlighting single-GPU and multi-GPU distributed data parallel (DDP) training.
  • Export Functionality: Clarified export script usage to support different model formats for subsequent inference.
  • Documentation Clarity: Improved instructions and comments in scripts to facilitate user understanding of models, datasets, and general usage.

🎯 Purpose & Impact

  • Versatility: Users can now more easily use YOLOv5 for classification/detection across different formats and sources, making the tool more flexible. πŸ”„
  • Usability: Updated scripts and clearer descriptions improve accessibility for new users and reduce potential confusion. πŸ’‘
  • Performance: Multi-GPU DDP training support enhances performance, allowing for faster and more efficient training on larger datasets. βš™οΈ
  • Model Deployment: Expanded export options make it easier for users to deploy YOLOv5 models across a wider range of platforms and devices. πŸš€

@glenn-jocher glenn-jocher self-assigned this Aug 21, 2022
Signed-off-by: Glenn Jocher <[email protected]>
Signed-off-by: Glenn Jocher <[email protected]>
@glenn-jocher glenn-jocher merged commit 06831aa into master Aug 21, 2022
@glenn-jocher glenn-jocher deleted the new/docstrings branch August 21, 2022 23:06
ctjanuhowski pushed a commit to ctjanuhowski/yolov5 that referenced this pull request Sep 8, 2022
* Updated Usage examples

* Update detect.py

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

* Update predict.py

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

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