January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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PSPnet
Global content is utilized in PSPnet introduced by Zhoa et al. (https://arxiv.org/pdf/1612.01105.pdf) by increasing the kernel size of pooling layers. The pooling is carried in a pyramid fashion. The pyramid covers various portions and sizes of the images simultaneously. There is a loss in-between the architecture which enables moderate supervision.
Reproduced with permission from Zhao et al.
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