Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Receptive field calculation to get patch #16

Open
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

Comments

@pshroff04
Copy link

pshroff04 commented Feb 2, 2020

Hi @songdejia ,

First of all great repo 👍 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 × 92 with stride 8paper ". I didn't get how the author arrive here?
Maybe a novice question but your help is appreciated.
Thanks

@ExNarc
Copy link

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

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants