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學生對 Coursera Project Network 提供的 Generate Synthetic Images with DCGANs in Keras 的評價和反饋

4.5
237 個評分
46 條評論

課程概述

In this hands-on project, you will learn about Generative Adversarial Networks (GANs) and you will build and train a Deep Convolutional GAN (DCGAN) with Keras to generate images of fashionable clothes. We will be using the Keras Sequential API with Tensorflow 2 as the backend. In our GAN setup, we want to be able to sample from a complex, high-dimensional training distribution of the Fashion MNIST images. However, there is no direct way to sample from this distribution. The solution is to sample from a simpler distribution, such as Gaussian noise. We want the model to use the power of neural networks to learn a transformation from the simple distribution directly to the training distribution that we care about. The GAN consists of two adversarial players: a discriminator and a generator. We’re going to train the two players jointly in a minimax game theoretic formulation. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with Python, Jupyter, and Keras pre-installed. Notes: - You will be able to access the cloud desktop 5 times. However, you will be able to access instructions videos as many times as you want. - 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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AA
2020年5月26日

The course was well equipped. It gave me the basic idea of how GAN works and how to implement it. If you want to get started with GAN then it can be a better course to lead you.

AG
2020年6月13日

In this course, you will learn about a lot of different ways to join ideas to make more complex and interesting knowledge of keras

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1 - Generate Synthetic Images with DCGANs in Keras 的 25 個評論(共 46 個)

創建者 Krishna V D

2020年5月29日

This course honestly felt like a joke, you're probably better off reading a medium article about GANs. Sure, It provides a very minimal objective, there are initially no instructions so there's nothing to explore, soon enough as you get into writing code, the more of a medium article it turns into except in video format.

創建者 Saida M D C

2020年5月25日

I learned, now I understand. Thank you

創建者 DARSHAN D

2020年8月1日

Really great, But if you are coming from the TensorFlow specialization on Coursera, then you won't understand each line of code. You will get most of it, what it does as a whole, but not every line. So a little expertise on TensorFlow is required. Other than it was really great!

創建者 Sai D P

2020年6月12日

A great introduction to DCGANs application on a prominent dataset. However, I would have wanted a little more there and the reasoning behind using techniques. This is a great place if you want to learn the implementation and tinkering with a general DCGAN. Great instructor.

創建者 Paras V

2020年5月31日

The course was good but the cloud server had some issues initially but later that worked fine. Kudos to the Instructor!

創建者 Andrea R

2020年5月13日

It does not really check what you did

創建者 Ha Q

2020年6月22日

I would choose to learn online rather than study this course. The course was not well-prepared.

創建者 Никита А Ф

2020年9月10日

Very poor explanation, a lot of unclear moments

創建者 Abrar I A

2020年5月27日

The course was well equipped. It gave me the basic idea of how GAN works and how to implement it. If you want to get started with GAN then it can be a better course to lead you.

創建者 Abhishek P G

2020年6月14日

In this course, you will learn about a lot of different ways to join ideas to make more complex and interesting knowledge of keras

創建者 David C

2021年8月20日

V​ery clear and concise instructions, providing enough detail and references for further study.

創建者 Sumit A T

2020年7月21日

Excellent instructor. Dense with content and comments explaining bits of code.

創建者 Warunee S

2020年7月4日

I know DCGANs more for imploving skill and help you create image quanlity.

創建者 sunil k s

2020年8月13日

This was very good guided project to understand practically

創建者 BAPPADITYA D

2021年6月4日

Very well explanation towards completion of the code.

創建者 Adrien A

2020年12月21日

Quick and easy to follow, very informative as well!

創建者 MS. S S

2020年8月15日

It was a great experience with the Guided projects

創建者 Ahmed A

2020年5月21日

It's a very good start to know more about GANs

創建者 Ali A

2020年6月19日

need more projects like this it was awesome

創建者 Mayank S

2020年5月1日

Great Course, Learned a lot. Thanks Snehan.

創建者 Md. S A

2020年9月6日

It's a quick and very effective course

創建者 Pratikshya M

2020年11月2日

A good basic understanding of DCGANS.

創建者 Rishabh R

2020年5月17日

Mostly likeable project & good

創建者 Vishnu N

2020年10月18日

Amazing Course on DCGans.

創建者 Yuvraj S C

2020年9月24日

ek dam tanch maal h