Naoki
Naoki

Nov 13, 2017

·
6 min read
·

Up-sampling with Transposed Convolution

If you’ve heard about the transposed convolution and got confused what it actually means, this article is written for you.

The content of this article is as follows:

  • The Need for Up-sampling
  • Why Transposed Convolution?
  • Convolution Operation
  • Going Backward
  • Convolution Matrix
  • Transposed Convolution Matrix
  • Summary

--

--

More from Naoki

Solopreneur @ kikaben.com

Recommended from Medium

章佳 武内

章佳 武内

https://medium.com/@qswrmpyq/list/predefined:35acbc6a725a:READING_LIST

Sofien Kaabar, CFA

Sofien Kaabar, CFA

Using Value Charts in Technical Analysis

Sofien Kaabar, CFA

Sofien Kaabar, CFA

in

The Startup

Using Python to Download Sentiment Data for Financial Trading.

Alex Avery

Alex Avery

in

gathi

Gathi Analytics Builds Custom Web Application, Donated to United Way Hyderabad (UWH)

Euan Hunter

Euan Hunter

in

Becoming Human: Artificial Intelligence Magazine

The Benefits of AI in Data Analytics

Paul May

Paul May

in

Towards Data Science

What to Avoid: Common Mistakes on Data Science Applications

Zulie Rane

Zulie Rane

in

Towards Data Science

18 Data Science Project Ideas for Beginners

man looks down at camera. his face is covered by a projected screen of binary code (0s and 1s).
Abhinav Malasi

Abhinav Malasi

in

Towards Data Science

What aspect ratio to use when creating line plots

AboutHelpTermsPrivacy


Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Get unlimited access
Naoki

Naoki

2.5K Followers

Solopreneur @ kikaben.com

Help

Status

Writers

Blog

Careers

Privacy

Terms

About

Text to speech