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shicai avatar shicai commented on May 23, 2024

scale & aspect ratio augmentation.

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408550969 avatar 408550969 commented on May 23, 2024

caffe how to implement centre crop? The default is random crop
would you mind share train.prototxt? Thanks!

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shicai avatar shicai commented on May 23, 2024

in test phase, center crop is the the default setting.

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408550969 avatar 408550969 commented on May 23, 2024

Thanks

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408550969 avatar 408550969 commented on May 23, 2024

May I ask another question?
What is the use of scale?I know it can adjust the value of data to 0-4.352

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shicai avatar shicai commented on May 23, 2024

Lots of guys asked me this question.
You can find answers here: shicai/MobileNet-Caffe#17
(If you are Chinese, you can also take a look at this link: https://www.zhihu.com/question/63649386/answer/211508137)

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408550969 avatar 408550969 commented on May 23, 2024

Thanks!

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miraclewkf avatar miraclewkf commented on May 23, 2024

You only use scale and aspect ratio augmentation in training? What is the parameter of aspect ratio you set? You don't use random_mirror in training?

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miraclewkf avatar miraclewkf commented on May 23, 2024

One more question, do you resize the original image to one size (for example, resize shorter side to 256) before other data argumentations during training?

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