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So what's the implications of this for topological data analysis as an alternative (or complementary) framework to the convolutional approaches in image analysi
by thanatropism 7y ago
So what's the implications of this for topological data analysis as an alternative (or complementary) framework to the convolutional approaches in image analysis?
(I'm being loose with language, but a CNN is not an optimal "hole finder", while persistent homology is not optimal for telling different kinds of fish apart.)
- ilaksh 7y agoI was looking at something along those lines recently "TopoResNet: A hybrid deep learning architecture and its application to skin lesion classification" on arxiv.