application_vnd.jupyter.stderr_output_1.png
import numpy as np

import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split
from keras.applications.vgg16 import VGG16
from keras.callbacks import EarlyStopping, ModelCheckpoint, ReduceLROnPlateau
from keras.layers import Input, Dense, Dropout, Flatten
from keras.layers import Conv2D, MaxPooling2D
from keras.models import Sequential, Model
from keras.optimizers import Adam
from keras.preprocessing.image import ImageDataGenerator
np.random.seed(7)