January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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DeepLab v3
Batch normalization is used in the paper proposed by Chen et al. (https://arxiv.org/pdf/1706.05587.pdf) to improve the performance. The multi-scale of the feature is encoded in a cascaded fashion to improve the performance:
Reproduced with permission from Chen et al.
Reproduced with permission from Chen et al.
We have seen several architectures improve the accuracy of image segmentation using deep learning. Next, we will see an application in medical imaging.
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