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design questions #7

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simonbuehler opened this issue Jan 23, 2023 · 1 comment

simonbuehler commented Jan 23, 2023 •

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hi,

inspiring work! i'm trying it to adopt it for pokemon cards but some questions popped up, maybe you can enlighten me ;)

is there a reason not to uses the color images but clone the grayscale version on all color channels ?
is there a reason that not the resnet101 (224,224) dimension is used but 244x244?
are the performance gains to inline the generation of the augmented images and not generate /read them from disk?
did you test Prototypical networks ?
--
edit:
where does the Blur pooling mechanism hiappen?

greets!

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simonbuehler commented Jan 23, 2023

and another one:

what could cause the TripletLoss to be often be zero ?

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