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visualize_image_pairs.py
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visualize_image_pairs.py
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# USAGE
# python visualize_image_pairs.py --dataset dataset/ --color iron --set test
# import the necessary packages
from imutils import paths
import numpy as np
import argparse
import imutils
import json
import cv2
import os
# construct argument parser and parse the arguments
ap = argparse.ArgumentParser()
ap.add_argument("-d", "--dataset", required=True,
help="path to the dataset")
ap.add_argument("-c", "--color", type=str, default="iron",
help="color palette of dataset: gray/iron")
ap.add_argument("-s", "--set", type=str, default="train",
help="set: train/val/test")
args = vars(ap.parse_args())
# grab paths to the rgb images
rgbPaths = list(paths.list_images(os.path.join(args["dataset"], "rgb", args["set"])))
rgbPaths = sorted(rgbPaths)
# grab paths to the thermal images
thrPaths = list(paths.list_images(os.path.join(args["dataset"], args["color"],
args["set"], "images")))
thrPaths = sorted(thrPaths)
count = 1
# loop over the files
for thrPath, rgbPath in zip(thrPaths, rgbPaths):
print("[INFO] Processing {}/{} files ({}/{})".format(rgbPath.split("/")[-1], thrPath.split("/")[-1], count, len(rgbPaths)))
count += 1
# load the images
thr_image = cv2.imread(thrPath)
rgb_image = cv2.imread(rgbPath)
# show the image
cv2.imshow("Image", np.hstack([thr_image, rgb_image]))
key = cv2.waitKey(0) & 0xFF
# if the `q` key was pressed, break from the loop
if key == ord("q"):
break