Increase ACCURACY of Model on Small Dataset | DATA AUGMENTATION for Small Image Dataset

[@TheAIUniversity]

State True or False : ImageDataGenerator() saves the augmented images first in the computer storage and then performs model training

[@harishgoud3628]

false

[@harshtyagi6919]

Can you please drop the code snippet to use this technique on more than 1 images (probably hundreds of images) in a single execution.

[@aadvaitsingh6562]

It is really a good learning.

[@TheAIUniversity]

Now a days it is often being used in model traning to increase the generizability of the model. Model overfitting may also be reduced.

[@tasleemmustafa6005]

How can we augment the corresponding mask with ssme ratio.

[@elrayoauto773]

Sir, does the annotation files with (class id, and size of the box ) have to be generated manually, or does the tool can generate the txt files

[@chirellehage6499]

Hello, could you plz help in applying this on cifar10?

[@_ishraqaldagamseh7664]

How can count the number of new dataset After data augmentation?

[@mengistumekuria1463]

that is also my question

[@baserainfradevelopers9469]

Sir please make tutorial on ocr

[@mohitgupta-xy7ek]

how to do it hundreds of images in single execution