view scripts/manual_video_analysis.py @ 884:ac4bcbcc9cda

added manual data collection script, thanks Philip Morse!
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Fri, 17 Mar 2017 17:52:19 -0400
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children 7f61854fcc6d
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#! /usr/bin/env python

import sys, argparse, cv2

parser = argparse.ArgumentParser(description='The program replays the video and allows to manually id vehicles and mark instants, eg when they cross given areas in the scene.')
parser.add_argument('-i', dest = 'videoFilename', help = 'name of the video file', required = True)
parser.add_argument('-f', dest = 'firstFrameNum', help = 'number of first frame number to display', default = 0, type = int)

#Place this program in the same folder as the video you want to analyze
#Use this program in combination with a screen marker program (For example, Presentation Assistant) to draw multiple lines on the screen
#Press the "New vehicle" key (u) when a vehicle touches the first line. This will start a new line in the csv file and record the first frame number.
#Press the "Next line" key (i) when the same vehicle touches every line except the first one, in order. This will record the subsequent frame numbers.
#Press the SKIP key (o) when you make a mistake in the input. This will write SKIP in the csv file so that you can easily identify where you should remove the line
#The output should give you a .csv file with the same name as your video file with columns in this format:
#vehicle number, frame number at first line, frame number at second line, frame number at third line, etc...
#You can easily spot mistakes in the csv file if the number of columns is wrong for a specific line, or you see a SKIP in a line. If this happens, just delete the row.

#You can change the .mp4 to something else if your video files are in a different format
#videoFilename = raw_input("Please Type in the video filename\n")

args = parser.parse_args()
cap = cv2.VideoCapture(args.videoFilename)
i = args.videoFilename.rfind('.')
if i>0:
    outputFilename = args.videoFilename[:i]+'.csv'
else:
    outputFilename = args.videoFilename+'.csv'
vehNumber = 0
out = open(outputFilename, 'a')

print ("Commands:\nu: New Vehicle crossing the first line\ni: Vehicle crossing subsequent lines\no: Press o when you make a mistake in input\nd: Skip 100 frames\ns: Skip 10 frames\nc: Go back 100 frames\nx: Go back 10 frames\nSpacebar: Go forward one frame\nl: Skip to frame number\nq: Quit and end program")       
while(cap.isOpened()):
    ret, frame = cap.read()
    frame_no = int(cap.get(cv2.cv.CV_CAP_PROP_POS_FRAMES))
    #gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
    
    cv2.imshow('frame',frame)

    key= cv2.waitKey(0)
#Change the keys to record the vehicle in this section
    if key == ord('q'):
        break
    if key == ord('u'):
        out.write('\n'+str(vehNumber)+','+str(frame_no)+',')
        vehNumber+=1
        print('New Vehicle')
        line_number = 0
    if key == ord('i'):
        out.write(str(frame_no)+',')
        line_number = line_number+1
        print('Line number '+str(line_number))
    if key == ord('o'):
        out.write('SKIP')
        print('SKIPPED')
#Change the number of frames skipped or the keys in this section
    elif key == ord('d'):
        cap.set(1,frame_no+100)
    elif key == ord('s'):
        cap.set(1,frame_no+10)
    elif key == ord('a'):
        cap.set(1,frame_no+1)
    elif key == ord('x'):
        cap.set(1,frame_no-10)
    elif key == ord('c'):
        cap.set(1,frame_no-100)
    elif key == ord('l'):
        frame_no = int(input("Please enter the frame number you would like to skip to\n"))
        cap.set(1,frame_no-5)
    

cap.release()
cv2.destroyAllWindows()

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