Tutorial 26- Create Image Dataset using Data Augmentation using Keras-Deep Learning-Data Science

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[Prachi_Mayank]

thank u thank u for always helping me like an angel... u are just great sir..keep it up... people like us who are new in this field need your support, so thank u again sir.

[SAURAVkumar-sgmk]

thankyou sir, , , it helped me in data generation for my CNN model

[arjunpukale]

Sir please upload a video on how to convert image dataset stored in directory as numpy array with image augmentation

[cool_videos]

How can you data augmentation on selected image classes when a dataset is imbalanced

[nurafiqahmahizan]

simple and comprehensive explanation. thank you sir!

[mertceylan]

Short and brilliant tutorial ! Thank you so much Krish... May Allah bless you

[talasrour]

please i need to know how can apply the same technique to a dataset of 258 image and generate 20 copies from each single image and save it and achieving 1000 as total

[ausheekhamesra]

Just wondering how I could change the names of the augmented images that are being saved? For example instead of the randomized numbers "cat_0_1449.jpeg", how could I save it as cat_1, cat_2, cat_3.... Thank you

[alluprasad]

Thank you Krish..do more on segmentation and detection

[ritilranjan]

Where can I find the link to the above python program?

[zebafariha]

Sir, can you please show how can I augment data on multiple images(folder of certain labelled pic) to make imbalanced data a balanced one. I am struggling with that

[pawansran]

This video has been really helpful. Thank you so much

[vishaljhaveri]

Thank you, Krish Sir. It was a good tutorial.

[movsesghazaryan]

is there a way of using those images without saving them on hard drive?

edit: you can use .fit() . You need to give datagen.flow(...) as an argument.
For anyone looking for the same question's answer.

[sandipansarkar]

That was a superb video.Just want to get my hands dirty with practise.Thanks Krish.

[shrinivas]

so here we have to store different images in separate folders and similarly store results in separate folders and then use the new data set for the learning algorithms right?

[Motivational-quotes]

How can we increase the dataset for numeric dataset?

[saibaba]

Dear Sir,

I am doing research on healthcare and have an MRI dataset. I need to perform data augmentation on MRI images. Could you please suggest any tools or Python code for MRI data augmentation?

Thank you.

[sahubiswajit]

Why we are doing this line?
x = x.reshape((1, ) + x.shape) # this is a Numpy array with shape (1, 3, 150, 150)

[relaxpeacefulmind]

In this augmentation if we do all augmentations at a time won't it mix everything, means it will flip as well as rotate as well as elongate in single image