import os import numpy as np import cv2 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)