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Updated 2 years ago
DeepGlobe Road Extraction - Error Analysis
1. import
Packages
! pip install patool --quiet
import os
import patoolib
import pandas as pd
import cv2 as cv
import numpy as np
import tensorflow as tf
from sklearn.model_selection import train_test_split
from skimage.filters import threshold_otsu
from matplotlib import pyplot as plt
from tensorflow.keras.layers import (
Input,
Conv2D,
MaxPooling2D,
concatenate,
Conv2DTranspose,
BatchNormalization,
Dropout,
Activation,
Concatenate
)
from tensorflow.keras.models import Model
from tensorflow.keras.callbacks import (
EarlyStopping,
ModelCheckpoint
)