Difference between UpSampling2D and Conv2DTranspose used in U-Net and GAN

Difference between UpSampling2D and Conv2DTranspose used in U-Net and GAN

Difference between UpSampling2D and Conv2DTranspose . These are the two common types of layers that can be used to increase the dimensions of arrays.

Difference between UpSampling2D and Conv2DTranspose

These are the two common types of layers that can be used to increase the dimensions of arrays.

UpSampling2D is like the opposite of pooling where it repeats rows and columns of the input.

Conv2DTranspose performs up-sampling and convolution.

Conv2DTranspose has been reported to result in Checkerboard artifacts but

unfortunately not much information on the comparison of UpSampling2D vs Conv2DTranspose.

Code generated in the video can be downloaded from here:

https://github.com/bnsreenu/python_fo...

u-net gan deep-learning

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Top Deep Learning Development Services | Hire Deep Learning Developer

Inexture's Deep learning Development Services helps companies to develop Data driven products and solutions. Hire our deep learning developers today to build application that learn and adapt with time.

Top 10 Deep Learning Sessions To Look Forward To At DVDC 2020

Looking to attend an AI event or two this year? Below ... Here are the top 22 machine learning conferences in 2020: ... Start Date: June 10th, 2020 ... Join more than 400 other data-heads in 2020 and propel your career forward. ... They feature 30+ data science sessions crafted to bring specialists in different ...

jQuery Ajax CRUD in ASP.NET Core MVC with Modal Popup

In this article, we’ll discuss how to use jQuery Ajax for ASP.NET Core MVC CRUD Operations using Bootstrap Modal. With jQuery Ajax, we can make HTTP request to controller action methods without reloading the entire page, like a single page application.

Machine Learning Vs Deep Learning: Difference Between Machine Learning and Deep Learning

This article will simply explain the concept which will help you understand the difference between Machine Learning and Deep Learning. 

Learn Transfer Learning for Deep Learning by implementing the project.

Project walk-through on Convolution neural networks using transfer learning. From 2 years of my master’s degree, I found that the best way to learn concepts is by doing the projects.