Capsule Networks: The New Deep Learning Network

A guide and introduction to understanding and using Capsule Networks.

Aryan Misra
Towards Data Science
7 min readJan 14, 2019

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Convolutional Networks have been hugely successful in the field of deep learning and they are the primary reason why deep learning is so popular right now! They have been very successful, but they have drawbacks in their basic architecture, causing them to not work very well for some tasks.

CNN’s detect features in images and learn how to recognize objects with this information. Layers near the start detecting…

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