Chevron Left
Back to Image Data Augmentation with Keras

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

446 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


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.


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.

Filter by:

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

By Pratham A

May 3, 2020

By Gangone R

Jun 17, 2020

By chaitanya d

May 5, 2020

By Cindy P S A

Jul 4, 2020

By Anantha N

Jun 7, 2020


Jul 2, 2020


May 31, 2020

By Kamlesh C

Jun 26, 2020

By Abhinav T

May 8, 2020

By Pravendra S

Jun 29, 2020

By shraddha p

Nov 13, 2020


Jul 7, 2020

By Vajinepalli s s

Jun 17, 2020

By Mona A A

Jun 11, 2020

By Harsh B

Jun 9, 2020

By Rifat R

Jun 8, 2020

By 187Y1A0469

May 28, 2020

By Asraf J T

Jul 5, 2020


Jun 1, 2020

By S’ne M

Jul 15, 2020

By Abdullah A S

May 29, 2020

By Subangkar K S

May 18, 2020

By Mohammad J S

Aug 5, 2020

By Murtuza B

Jun 24, 2020

By Madhura P

Jun 7, 2020