view scripts/rescale-homography.py @ 1242:4cd8ace3552f

major update for classification, allowing the use of neural network classification
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Wed, 07 Feb 2024 11:43:03 -0500
parents cc5cb04b04b0
children
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#! /usr/bin/env python3

import sys

import matplotlib.pyplot as plt
import numpy as np
import cv2

from trafficintelligence import cvutils, utils

if len(sys.argv) < 4:
   print('Usage: {} homography_filename original_size new_size (size can be width or height)'.format(sys.argv[0]))
   sys.exit()

homography = np.loadtxt(sys.argv[1])

imgPoints = np.array([[10,10],
                      [10,20],
                      [20,20],
                      [20,10]])

wldPoints = cvutils.homographyProject(imgPoints.T, homography).T

newSize = float(sys.argv[3])
originalSize = float(sys.argv[2])
imgPoints = imgPoints*newSize/originalSize

newHomography, mask = cv2.findHomography(imgPoints, wldPoints)

np.savetxt(sys.argv[1]+'.new', newHomography)