Image Augmentation With Keras For Increasing Size Of Dataset | ImageDataGenerator TF Keras

Image Augmentation With Keras For Increasing Size Of Dataset | ImageDataGenerator TF Keras
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This video explains need of image dataset augmentation. We have demonstrated how to use ImageDataGenerator class from tf.keras.images.preprocessing module for increasing size of dataset by adding various operations over the image to modify images on the fly. We have added horizontal flipping, rotation with some degree range, horizontal shift, vertical shift, brightness adjustment and other operations over the original image. We have explained all these concepts by demonstrating the example of cat vs dog classification. With video we have answered following questions:
What does image data generator do?
How does keras ImageDataGenerator work?
How do I resize an image in keras?
How to use keras preprocessing?
What is keras image generator?
Data Augmentation Techniques
Preprocessing over the image

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#Whatiskerasimagegenerator? #keraspreprocessing