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学生对 Coursera Project Network 提供的 Image Compression and Generation using Variational Autoencoders in Python 的评价和反馈

4.7
64 个评分
13 条评论

课程概述

In this 1-hour long project, you will be introduced to the Variational Autoencoder. We will discuss some basic theory behind this model, and move on to creating a machine learning project based on this architecture. Our data comprises 60.000 characters from a dataset of fonts. We will train a variational autoencoder that will be capable of compressing this character font data from 2500 dimensions down to 32 dimensions. This same model will be able to then reconstruct its original input with high fidelity. The true advantage of the variational autoencoder is its ability to create new outputs that come from distributions that closely follow its training data: we can output characters in brand new fonts. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions....

热门审阅

AF
Jul 28, 2020

It is highly recommended to those who has a basic knowledge in ML and like to start using VAEs in pytorch framework. :-)

AS
Jun 19, 2020

It was really helpful. I am new to PyTorch but it gave a good level of understanding overall. thank you

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1 - Image Compression and Generation using Variational Autoencoders in Python 的 13 个评论(共 13 个)

创建者 Aida F

Jul 29, 2020

It is highly recommended to those who has a basic knowledge in ML and like to start using VAEs in pytorch framework. :-)

创建者 ANKIT B S

Jun 20, 2020

It was really helpful. I am new to PyTorch but it gave a good level of understanding overall. thank you

创建者 Debadri B

May 29, 2020

Good project. Add some more clarity to it , especially to the mathematical background.

创建者 Fernando C

Sep 28, 2020

A great knowledge of how to use VAEs in PyTorch.

创建者 JONNALA S R

May 7, 2020

Good Initiation..

创建者 Gaikwad N

Jul 23, 2020

Excellent

创建者 Doss D

Jul 2, 2020

Thank you

创建者 aithagoni m

Jul 13, 2020

good

创建者 p s

Jun 25, 2020

Nice

创建者 sarithanakkala

Jun 25, 2020

Good

创建者 tale p

Jun 17, 2020

good

创建者 Thomas J V

Sep 18, 2020

Just fine for someone who has enough idea on coding as well as some idea on VAE

创建者 Simon S R

Aug 29, 2020

Cannot recommend it.