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A Conceptual Introduction to Capsule Networks

A Conceptual Introduction to Capsule Networks

FromLinear Digressions


A Conceptual Introduction to Capsule Networks

FromLinear Digressions

ratings:
Length:
14 minutes
Released:
Apr 9, 2018
Format:
Podcast episode

Description

Convolutional nets are great for image classification... if this were 2016. But it's 2018 and Canada's greatest neural networker Geoff Hinton has some new ideas, namely capsule networks. Capsule nets are a completely new type of neural net architecture designed to do image classification on far fewer training cases than convolutional nets, and they're posting results that are competitive with much more mature technologies.

In this episode, we'll give a light conceptual introduction to capsule nets and get geared up for a future episode that will do a deeper technical dive.
Released:
Apr 9, 2018
Format:
Podcast episode

Titles in the series (100)

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago.