The Power of Image Augmentation | Chan`s Jupyter

[utterances-bot]

The Power of Image Augmentation | Chan`s Jupyter

In this post, it will show the effect of image augmentation while training Convolutional Neural Network. And it will also show how to use ImageDataGenerator in Tensorflow.

https://goodboychan.github.io/python/tensorflow-keras/2021/07/30/The-Power-of-Image-Augmentation.html

[zeanfa]

Hello, Chanseok!
My name is Aleksei Denisov. I am a teaching assistant at ITMO University, St. Petersubrg.
Thank you for this great tutorial!
I also want to ask if I can use it in educational process in the university.
Sincerely,
Aleksei

[goodboychan]

Sure! Thanks for the notice.

[zeanfa]

Thanks a lot!
And one more question: the /cats_and_dogs_filtered directory was handcrafted by you, right? So to launch the notebook I need to download the full cats_and_dogs dataset, extract 3000 images and construct the folder structure that you show

[goodboychan]

Right, you can download it from kaggle, mentioned above.

[zeanfa]

Yeah, found it. Thank you for such quick answers!