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學生對 Coursera Project Network 提供的 Image Compression and Generation using Variational Autoencoders in Python 的評價和反饋

4.7
64 個評分
13 條評論

課程概述

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....

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AF
2020年7月28日

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

AS
2020年6月19日

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 個評論(共 13 個)

創建者 Aida F

2020年7月29日

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

創建者 ANKIT B S

2020年6月20日

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

創建者 Debadri B

2020年5月29日

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

創建者 Fernando C

2020年9月28日

A great knowledge of how to use VAEs in PyTorch.

創建者 JONNALA S R

2020年5月7日

Good Initiation..

創建者 Gaikwad N

2020年7月23日

Excellent

創建者 Doss D

2020年7月2日

Thank you

創建者 aithagoni m

2020年7月13日

good

創建者 p s

2020年6月25日

Nice

創建者 sarithanakkala

2020年6月25日

Good

創建者 tale p

2020年6月17日

good

創建者 Thomas J V

2020年9月18日

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

創建者 Simon S R

2020年8月29日

Cannot recommend it.