Best Practices for Applying Deep Learning to Novel Applications
Software Engineering
2017-04-06 v1 Artificial Intelligence
Neural and Evolutionary Computing
Abstract
This report is targeted to groups who are subject matter experts in their application but deep learning novices. It contains practical advice for those interested in testing the use of deep neural networks on applications that are novel for deep learning. We suggest making your project more manageable by dividing it into phases. For each phase this report contains numerous recommendations and insights to assist novice practitioners.
Keywords
Cite
@article{arxiv.1704.01568,
title = {Best Practices for Applying Deep Learning to Novel Applications},
author = {Leslie N. Smith},
journal= {arXiv preprint arXiv:1704.01568},
year = {2017}
}