import numpy as np 
import matplotlib.pyplot as plt 
import random
import cv2
import os
import time
import types
from pprint import PrettyPrinter

import torch
import torchvision
import torch.nn as nn
import torchvision.transforms as transforms
from torch.utils.data import Dataset, DataLoader

import xml.etree.ElementTree as ET