libraries_Age.py

import os, random, shutil
import numpy as np
import pandas as pd
import PIL
#import keras
import itertools
from PIL import Image

import tensorflow as tf

from sklearn.utils import shuffle
from sklearn.model_selection import train_test_split
from sklearn import preprocessing
#from skimage import feature, data, io, measure
from sklearn.metrics import confusion_matrix

import matplotlib.pyplot as plt
from matplotlib import ticker
import seaborn as sns
%matplotlib inline 

import cv2
from tensorflow.keras import backend as K
from tensorflow.keras.models import Model
from tensorflow.keras.models import Sequential
from tensorflow.keras.layers import Input, Dropout, Flatten, Conv2D, MaxPooling2D, Dense, Activation
from tensorflow.keras.optimizers import RMSprop, Adam
from tensorflow.keras.layers import BatchNormalization
#from keras.callbacks import ModelCheckpoint, Callback, EarlyStopping
from keras.utils import np_utils
from tensorflow.keras.preprocessing.image import ImageDataGenerator, array_to_img, img_to_array, load_img
from tensorflow.keras.callbacks import TensorBoard
import io
import time
import datetime
from tensorflow.keras.optimizers import Adam,Adadelta
from tensorflow.keras.preprocessing.image import ImageDataGenerator