# classic
from sklearn.preprocessing import LabelBinarizer
from sklearn.model_selection import train_test_split
from sklearn.metrics import classification_report
from pyimagesearch.datasets import SimpleDatasetLoader
from pyimagesearch.preprocessing import AspectAwarePreprocessor
from pyimagesearch.preprocessing import ImageToArrayPreprocessor
from keras.preprocessing.image import ImageDataGenerator
from pyimagesearch.nn.conv.minivggnet import MiniVGGNet
from keras.optimizers import SGD
from keras.preprocessing.image import img_to_array
from keras.preprocessing.image import load_img
from pyimagesearch.io import HDF5DatasetWriter
from keras.applications import imagenet_utils
from keras.applications import VGG16
import matplotlib.pyplot as plt
from imutils import paths
import numpy as np
import progressbar
import argparse
import random
import os
# basic
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np
import scipy as sp
import argparse
import seaborn
import imutils
import plotly
import pickle
import pillow
import json
import time
import math
import cv2
import os
# pyimagesearch
from pyimagesearch.datasets import SimpleDatasetLoader
from pyimagesearch.preprocessing import SimplePreprocessor
from pyimagesearch.preprocessing import ImageToArrayPreprocessor
from pyimagesearch.preprocessing import AspectAwarePreprocessor
from pyimagesearch.nn.conv.minivggnet import MiniVGGNet
from pyimagesearch.nn.perceptron import Perceptron
from pyimagesearch.nn.conv.lenet import LeNet
from pyimagesearch.nn.conv.shallownet import ShallowNet
from pyimagesearch.nn.neuralnetwork import NeuralNetwork
# model
import XGBClassifier
import XGBRegressor
# from
from skimage.exposure import rescale_intensity
from imutils import paths
from sklearn.datasets import make_blobs
# keras
from keras.utils import plot_model
from keras.optimizers import SGD
from keras.datasets import cifar10
from keras.callbacks import ModelCheckpoint
from keras.applications import ResNet50
from keras.applications import InceptionV3
from keras.applications import Xception
from keras.applications import VGG16
from keras.applications import VGG19
from keras.applications import imagenet_utils
from keras.applications.inception_v3 import preprocess_input
from keras.preprocessing.image import ImageDataGenerator
from keras.preprocessing.image import img_to_array
from keras.preprocessing.image import load_img
