Using Keras, how can I input an X_train of images (more than a thousand images)?

Question

My application is accident-avoidance car systems using Machine Learning (Convolutional Neural Networks). My images are 200x100 JPG images and the output is an array of 4 element

Answer 1

Create a folder for train and in the folder, create separate folders for the classes of images.

Access the images using

  train_generator = train_datagen.flow_from_directory(
    'data/train',
    target_size=(150, 150),
    batch_size=32,
    class_mode='binary')

In reference to keras.io