TRAIN-local-aerial-image-road-segmentation-xp.py

# impoting classes

import os

# work around for onednn issue
os.environ["TF_ENABLE_ONEDNN_OPTS"] = "0"

import cv2
import h5py
import keras
import shutil
import tifffile
import tensorflow
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

from datetime import datetime
from tensorflow.keras.models import Model
from keras.callbacks import EarlyStopping, ModelCheckpoint, ReduceLROnPlateau
from tensorflow.keras.layers import (
    Input,
    Conv2D,
    MaxPooling2D,
    UpSampling2D,
    concatenate,
    BatchNormalization,
    Dropout,
)