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Image Compression and Generation using Variational Autoencoders in Python(으)로 돌아가기

Coursera Project Network의 Image Compression and Generation using Variational Autoencoders in Python 학습자 리뷰 및 피드백

4.7
별점
68개의 평가
13개의 리뷰

강좌 소개

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....

최상위 리뷰

AF
2020년 7월 28일

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

AS
2020년 6월 19일

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

필터링 기준:

Image Compression and Generation using Variational Autoencoders in Python의 13개 리뷰 중 1~13

교육 기관: Aida F

2020년 7월 29일

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

교육 기관: ANKIT B S

2020년 6월 20일

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

교육 기관: Debadri B

2020년 5월 29일

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

교육 기관: Fernando C

2020년 9월 28일

A great knowledge of how to use VAEs in PyTorch.

교육 기관: JONNALA S R

2020년 5월 7일

Good Initiation..

교육 기관: Gaikwad N

2020년 7월 23일

Excellent

교육 기관: Doss D

2020년 7월 2일

Thank you

교육 기관: aithagoni m

2020년 7월 13일

good

교육 기관: p s

2020년 6월 25일

Nice

교육 기관: sarithanakkala

2020년 6월 25일

Good

교육 기관: tale p

2020년 6월 17일

good

교육 기관: Thomas J V

2020년 9월 18일

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

교육 기관: Simon S R

2020년 8월 29일

Cannot recommend it.