052, 067, 071, 098, 100
Example configuration:
python main.py --epochs 2000 --subdir 001
First, let’s import some python libraries we will need further ahead:
# Parsing parameters and paths
import argparse
# Vector and matrix operations
import numpy as np
# Computer vision library for image manipulation and management
import cv2
# Operating system package
import os
# Deep learning package with Tensorflow backend
import keras
# Learning rate Scheduler
from keras.callbacks import LearningRateScheduler
# The Keras Functional Model API for complex neural network models
from keras.models import Model
# 2D CNN and Input layers
from keras.layers import Conv2D, Input
# Self Similarity Image Metric
from skimage.measure import compare_ssim as ssim
# Peak Signal to Noise Ratio metric
from skimage.measure import compare_psnr
# MissingLink - A platform for deep learning workflow automation
import missinglink
# MissingLink - A platform for deep learning workflow automation. Enable fast and efficient development of complex deep learning