import os import cv2 import numpy as np source = "../Structured3D/montefloor_data/test/" dst = "./viz_density" for dirname in sorted(os.listdir(source)): density_path = os.path.join(source, dirname, "density.png") density_img = cv2.imread(density_path) density = 255 - density_img out_path = os.path.join(dst, dirname + ".png") out_alpha_path = os.path.join(dst, dirname + "_alpha.png") alphas = np.zeros([density.shape[0], density.shape[1], 1], dtype=np.int32) alphas[density_img.sum(axis=-1) > 0] = 255 density_alpha = np.concatenate([density, alphas], axis=-1) cv2.imwrite(out_path, density) cv2.imwrite(out_alpha_path, density_alpha)