Mercurial Hosting > traffic-intelligence
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> |
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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)