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Receptive field calculation to get patch #16

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pshroff04 opened this issue Feb 2, 2020 · 1 comment
Open

Receptive field calculation to get patch #16

pshroff04 opened this issue Feb 2, 2020 · 1 comment

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@pshroff04
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pshroff04 commented Feb 2, 2020

Hi @songdejia ,

First of all great repo 馃憤 I am a little confused in this part of code.
p_tl = (8*col, 8*row) p_br = (col*8+92, row*8+92)

I believe this comes from the paper "the output of the 10th convolutional layer conv4_3 represents patches as small as 92 脳 92 with stride 8paper ". I didn't get how the author arrive here?
Maybe a novice question but your help is appreciated.
Thanks

@ExNarc
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ExNarc commented Apr 4, 2020

It is a receptive field for VGG-16 at conv4_3. The size in conv4_3 is 56x56. and each px in 56x56 in represent the 92x92 px on origin input(448x448).
you can take a look on this as a source: https://www.researchgate.net/figure/The-detailed-receptive-field-and-stride-size-in-original-VGG16-net_tbl1_333638990

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