evaluations/s3d_floorplan_eval/convert_density.py

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)