# This notebook loads and runs a model from https://www.kaggle.com/uysimty/keras-cnn-dog-or-cat-classification,
import numpy as np
import pandas as pd
from keras.preprocessing.image import ImageDataGenerator, load_img, img_to_array
from keras.utils import to_categorical
from sklearn.model_selection import train_test_split
import matplotlib.pyplot as plt
import random
import PIL
import os
FAST_RUN = True
IMAGE_WIDTH=128
IMAGE_HEIGHT=128
IMAGE_SIZE=(IMAGE_WIDTH, IMAGE_HEIGHT)
IMAGE_CHANNELS=3 # RGB color