In this post, I will review deep learning methods for detect the location of keypoints on face images. The data is provided by Kaggle's Facial Keypoints Detection. I will use Keras framework (2.0.6) with tensorflow (1.2.1) backend.
There are many nice blog posts that review this data: Daniel Nouri applied convolutional neural nets using Lasagne. Shinya Yuki
Learn about ImageDataGenerator
Goal: learn ImagedataGeneratorΒΆ
This script shows randomly generated images using various values of ImagedataGenerator from keras.preprocessing.image
Read in the function that read in the original image, generate manuplated images and save them in a specified folder,