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Full-size proto code (optional) #9980

Merged
merged 4 commits into from
Oct 30, 2022
Merged

Full-size proto code (optional) #9980

merged 4 commits into from
Oct 30, 2022

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@glenn-jocher glenn-jocher commented Oct 30, 2022

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

πŸ› οΈ PR Summary

Made with ❀️ by Ultralytics Actions

🌟 Summary

Enhanced TensorFlow model upscaling capabilities in YOLOv5.

πŸ“Š Key Changes

  • Optional full-size protos added via a commented out TFUpsample call.
  • TFUpsample class updated to support scale factors that are multiples of 2, rather than only supporting a scale factor of 2.

🎯 Purpose & Impact

  • 🎈 The optional code for full-size protos provides flexibility to experiment with different upscaling options during the model's prototyping phase, possibly enhancing the model's detection capabilities.
  • πŸ“ˆ The TFUpsample changes allow more versatile image scaling, which facilitates experimentation with different image resolutions and could lead to optimized performance and accuracy in object detection.

Overall, these changes promote flexible model refinement and potentially contribute to more finely-tuned object detection models for developers and users of the YOLOv5 TensorFlow implementation.

Signed-off-by: Glenn Jocher <[email protected]>
pre-commit-ci bot and others added 3 commits October 30, 2022 20:36
Signed-off-by: Glenn Jocher <[email protected]>
Signed-off-by: Glenn Jocher <[email protected]>
@glenn-jocher glenn-jocher changed the title Update tf.py Full-size proto code (optional) Oct 30, 2022
@glenn-jocher glenn-jocher merged commit a625f29 into master Oct 30, 2022
@glenn-jocher glenn-jocher deleted the glenn-jocher-patch-2 branch October 30, 2022 21:09
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2 participants