tinyvision / DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.
Apache License 2.0
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Image normalization strategy #132

Open VitalyyBezuglyj opened 7 months ago

VitalyyBezuglyj commented 7 months ago

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Good afternoon! Thanks for your work, awesome model and working, readable code!

I have a question about the image normalisation strategy during training, in the configuration files and in all augmentation functions the values mean=(0,0,0,0) and std=(1, 1, 1)-that is, normalisation is not performed.

It seems as if normalising the input data is a common practice to improve the quality of the model.

Is there any reason why you don't normalise the input data?

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