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Learner Reviews & Feedback for Image Data Augmentation with Keras by Coursera Project Network

4.6
stars
448 ratings

About the Course

In this 1.5-hour long project-based course, you will learn how to apply image data augmentation in Keras. We are going to focus on using the ImageDataGenerator class from Keras’ image preprocessing package, and will take a look at a variety of options available in this class for data augmentation and data normalization. Since this is a practical, project-based course, you will need to prior experience with Python programming, convolutional neural networks, and Keras with a TensorFlow backend. Data augmentation is a technique used to create more examples, artificially, from an existing dataset. This is useful if your dataset is small and you want to increase the number of examples. Data augmentation can often solve over-fitting so that your model generalizes well after training. For images, a variety of augmentation can be applied to increase the number of examples. 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....

Top reviews

AQ

Nov 22, 2021

The instructor, Amit Yadav, is very clear in his instruction and provide great explanation on his model building, and compiling. Definitely a great course to get some deep learning skills.

SJ

Apr 17, 2020

Perfect course for beginners, requires very little base to start. Highly recommend it, certainly worth the time. Do look into convolutional neural network briefly before you start.

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26 - 50 of 70 Reviews for Image Data Augmentation with Keras

By Pratham A

May 3, 2020

compact and precise

By Gangone R

Jun 17, 2020

very useful course

By chaitanya d

May 5, 2020

Its very helpfull

By Cindy P S A

Jul 4, 2020

Excellent !!!

By Anantha N

Jun 7, 2020

NICE COURSE

By GUNNAM V J R

Jul 2, 2020

very good.

By Xavier M

May 31, 2020

thank you

By Kamlesh C

Jun 26, 2020

Thanks

By Abhinav T

May 8, 2020

superb

By PRAVENDRA S

Jun 29, 2020

nice"

By shraddha p

Nov 13, 2020

good

By SAADURYA K V S

Jul 7, 2020

nice

By Vajinepalli s s

Jun 17, 2020

nice

By Mona A A

Jun 11, 2020

GOOD

By Harsh B

Jun 9, 2020

good

By Rifat R

Jun 8, 2020

Nice

By 187Y1A0469

May 28, 2020

Good

By Asraf J T

Jul 5, 2020

4.6

By PONDARA K

Jun 1, 2020

5

By S’ne M

Jul 15, 2020

REALLY REALLY ENJOYED THIS ONE. I would have given it 6/5 stars but I had an issue with the Virtual Desktop not functioning from Task 9 ended up writing code on paper! Nonetheless great instructor!

By Abdullah A S

May 29, 2020

Excellent Basic course. For me, it's a little short because I love to understand the stuff under the hood. However, for beginners, it is a great start.

By Subangkar K

May 18, 2020

Course Demonstration was very good considering the scope.

But very much disappointed with Rhyme. The cloud editing was continuously lagging extremely.

By Mohammad J “ S

Aug 5, 2020

This course provided a solid understanding of data augmentation for images and how to implement it using Keras!

By Pikachu R

Jun 24, 2020

I enjoyed the course and learned few things! Thank you for sharing the insights and for your time!

By Madhura P

Jun 7, 2020

I understood data augmenatation and actually it works. Great start for image data augmentation!