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Normalize images for nn #829

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timwirt opened this issue Jun 7, 2024 · 2 comments
Open

Normalize images for nn #829

timwirt opened this issue Jun 7, 2024 · 2 comments
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enhancement 💡 New feature or request

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@timwirt
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timwirt commented Jun 7, 2024 •
edited by lars-reimann
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Is your feature request related to a problem?

For our example basic_shapes the normalization (we wrote a workaround) of the images improved the accuracy by 40%.

Desired solution

Method normalize() on Image and ImageList.

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@timwirt timwirt added the enhancement 💡 New feature or request label Jun 7, 2024
@timwirt
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timwirt commented Jun 7, 2024

@LIEeOoNn

@Marsmaennchen221
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Please don't convert the image list into separate images and instead normalize the tensor of the SingleSizedImageList objects in the ImageList as this will be more performant. Also consider adding the same method in the Image class.

@Marsmaennchen221 Marsmaennchen221 added the lab Suitable for the lab label Jun 27, 2024
@lars-reimann lars-reimann removed the lab Suitable for the lab label Jun 28, 2024
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@lars-reimann @Marsmaennchen221 @timwirt