Tiny Machine Learning: The Next AI Revolution

 By Medium - 2020-10-03

Description

This is the first in a series of articles on tiny machine learning. The goal of this article is to introduce the reader to the idea of tiny machine learning and its future potential. In-depth…

Summary

  • Tiny Machine Learning: This came to a head recently with the release of the GPT-3 algorithm (released in May 2020), boasting a network architecture containing a staggering 175 billion neurons — more than double the number present in the human brain (~85 billion).
  • While the achievements of GPT-3 and Turing-NLG are laudable, naturally, this has led to some in the industry to criticize the increasingly large carbon footprint of the AI industry.
  • As another example, a smart doorbell might be fitted with a camera that can use facial recognition to determine who is present.

 

Topics

  1. Machine_Learning (0.55)
  2. Backend (0.36)
  3. NLP (0.22)

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