Mercurial Hosting > traffic-intelligence
view scripts/display-trajectories.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 | 371c718e57d7 |
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#! /usr/bin/env python3 import sys, argparse from numpy.linalg import inv from numpy import loadtxt from trafficintelligence import storage, cvutils, utils parser = argparse.ArgumentParser(description='The program displays feature or object trajectories overlaid over the video frames.', epilog = 'Either the configuration filename or the other parameters (at least video and database filenames) need to be provided.') parser.add_argument('--cfg', dest = 'configFilename', help = 'name of the configuration file') parser.add_argument('-d', dest = 'databaseFilename', help = 'name of the Sqlite database file (overrides the configuration file)') parser.add_argument('-i', dest = 'videoFilename', help = 'name of the video file (overrides the configuration file)') parser.add_argument('-t', dest = 'trajectoryType', help = 'type of trajectories to display', choices = ['feature', 'object'], default = 'feature') parser.add_argument('-o', dest = 'homographyFilename', help = 'name of the image to world homography file') parser.add_argument('--intrinsic', dest = 'intrinsicCameraMatrixFilename', help = 'name of the intrinsic camera file') parser.add_argument('--distortion-coefficients', dest = 'distortionCoefficients', help = 'distortion coefficients', nargs = '*', type = float) parser.add_argument('--undistorted-multiplication', dest = 'undistortedImageMultiplication', help = 'undistorted image multiplication', type = float) parser.add_argument('-u', dest = 'undistort', help = 'undistort the video (because features have been extracted that way)', action = 'store_true') parser.add_argument('-f', dest = 'firstFrameNum', help = 'number of first frame number to display', type = int) parser.add_argument('-l', dest = 'lastFrameNum', help = 'number of last frame number to save (for image saving, no display is made)', type = int) parser.add_argument('-r', dest = 'rescale', help = 'rescaling factor for the displayed image', default = 1., type = float) parser.add_argument('-s', dest = 'nFramesStep', help = 'number of frames between each display', default = 1, type = int) parser.add_argument('-n', dest = 'nObjects', help = 'number of objects to display', type = int) parser.add_argument('--save-images', dest = 'saveAllImages', help = 'save all images', action = 'store_true') parser.add_argument('--nzeros', dest = 'nZerosFilenameArg', help = 'number of digits in filenames', type = int) args = parser.parse_args() params, videoFilename, databaseFilename, invHomography, intrinsicCameraMatrix, distortionCoefficients, undistortedImageMultiplication, undistort, firstFrameNum = storage.processVideoArguments(args) if args.homographyFilename is not None: invHomography = inv(loadtxt(args.homographyFilename)) if args.intrinsicCameraMatrixFilename is not None: intrinsicCameraMatrix = loadtxt(args.intrinsicCameraMatrixFilename) if args.distortionCoefficients is not None: distortionCoefficients = args.distortionCoefficients if args.undistortedImageMultiplication is not None: undistortedImageMultiplication = args.undistortedImageMultiplication if args.firstFrameNum is not None: firstFrameNum = args.firstFrameNum if args.nObjects is not None: nObjects = args.nObjects else: nObjects = None objects = storage.loadTrajectoriesFromSqlite(databaseFilename, args.trajectoryType, nObjects) boundingBoxes = storage.loadBoundingBoxTableForDisplay(databaseFilename) cvutils.displayTrajectories(videoFilename, objects, boundingBoxes, invHomography, firstFrameNum, args.lastFrameNum, rescale = args.rescale, nFramesStep = args.nFramesStep, saveAllImages = args.saveAllImages, nZerosFilenameArg = args.nZerosFilenameArg, undistort = (undistort or args.undistort), intrinsicCameraMatrix = intrinsicCameraMatrix, distortionCoefficients = distortionCoefficients, undistortedImageMultiplication = undistortedImageMultiplication)