Matthew Zeiler


Visualizing and Understanding Deep Neural Networks by Matt Zeiler

Published on Feb 2, 2015

Matthew Zeiler, PhD, Founder and CEO of Clarifai Inc, speaks about large convolutional neural networks. These networks have recently demonstrated impressive object recognition performance making real world applications possible. However, there was no clear understanding of why they perform so well, or how they might be improved. In this talk, Matt covers a novel visualization technique that gives insight into the function of intermediate feature layers and the operation of the overall classifier. Used in a diagnostic role, these visualizations allow us to find model architectures that perform exceedingly well.
 

Full video: Matt Zeiler of Clarifai | Code Commerce

Published on Sep 15, 2017

Matt Zeiler is the CEO of Clarifai, a company that uses artificial intelligence and machine learning to recognize and identify different videos and images.

While there are a lot of uses for image recognition — you’ve probably most recently interacted with facial recognition, for instance, on Facebook — Zeiler said online retail stands to benefit significantly from using AI.

“You have to be thinking about it in your business,” Zeiler said at Recode’s Code Commerce event in New York. “This is going to change every interaction with your customers.”
 
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