Semantic segmentation with overlapping patches
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Matheus Ferreira
on 8 Oct 2021
Answered: Mahesh Taparia
on 13 Oct 2021
I am using Deeplabv3+ to perform semantic segmentation in an image but the result shows strong discontinuities due to patch-wise predictions. Is there a way of using overlapping patches that are aggregated (or averaged) to produce the output? I tried to use a code showed in this example. However the output has still the patchy pattern. Any sollutions?
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Mahesh Taparia
on 12 Oct 2021
Hi
Can you specify the input which you are passing? I think the network give the pixel wise output, how it became discontinuous?
Accepted Answer
Mahesh Taparia
on 13 Oct 2021
Hi
In this case, you can use 'blockproc' function. Create the image block and pass it to network. For more information, you can refer this documentation.
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