changeset 885:7f61854fcc6d

first updated version of manual data collection script
author Nicolas Saunier <nicolas.saunier@polymtl.ca>
date Tue, 21 Mar 2017 17:48:14 -0400
parents ac4bcbcc9cda
children d2eb8c93f7de
files scripts/manual_video_analysis.py
diffstat 1 files changed, 56 insertions(+), 40 deletions(-) [+]
line wrap: on
line diff
--- a/scripts/manual_video_analysis.py	Fri Mar 17 17:52:19 2017 -0400
+++ b/scripts/manual_video_analysis.py	Tue Mar 21 17:48:14 2017 -0400
@@ -2,70 +2,86 @@
 
 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 = 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. Use this program in combination with a screen marker program (For example, Presentation Assistant) to draw multiple lines on the screen.''',
+                                 epilog = '''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
+You can easily spot mistakes in the csv file for a line with number, SKIP. If this happens, just delete the previous vehicle observation.''',
+                                 formatter_class=argparse.RawDescriptionHelpFormatter)
 parser.add_argument('-i', dest = 'videoFilename', help = 'name of the video file', required = True)
+parser.add_argument('-o', dest = 'outputFilename', help = 'name of the output file (csv file)')
 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()
+
+print('''Commands:
+u: New vehicle crossing the first line
+i: Vehicle crossing subsequent lines
+o: Press o when you make a mistake in input
+p: Press p for a new pedestrian event (eg crossing)
+d: Skip 100 frames
+s: Skip 10 frames
+c: Go back 100 frames
+x: Go back 10 frames
+Spacebar: Go forward one frame
+l: Skip to frame number
+q: Quit and end program''')
+
 cap = cv2.VideoCapture(args.videoFilename)
-i = args.videoFilename.rfind('.')
-if i>0:
-    outputFilename = args.videoFilename[:i]+'.csv'
+cap.set(cv2.cv.CV_CAP_PROP_POS_FRAMES, args.firstFrameNum)
+cv2.namedWindow('Video', cv2.WINDOW_NORMAL)
+
+# output filename
+if args.outputFilename is None:
+    i = args.videoFilename.rfind('.')
+    if i>0:
+        outputFilename = args.videoFilename[:i]+'.csv'
+    else:
+        outputFilename = args.videoFilename+'.csv'
 else:
-    outputFilename = args.videoFilename+'.csv'
+    outputFilename = args.outputFilename
 vehNumber = 0
+lineNum = -1
 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)
+    frameNum = int(cap.get(cv2.cv.CV_CAP_PROP_POS_FRAMES))
+    cv2.putText(frame, str(frameNum), (1,20), cv2.FONT_HERSHEY_PLAIN, 1, (255, 0,0))
+    cv2.imshow('Video',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')
+    elif key == ord('u') or key == ord('i'):
+        if key == ord('u'):
+            vehNumber += 1
+            lineNum = 0
+            print('New Vehicle')
+        out.write('{},{}\n'.format(vehNumber,frameNum))        
+        if vehNumber >= 1 and key == ord('i'):
+            lineNum = lineNum+1
+            print('Line number {}'.format(lineNum))
+    elif key == ord('o'):
+        out.write('{},SKIP\n'.format(vehNumber))
         print('SKIPPED')
+    elif key == ord('p'):
+        print("New Pedestrian")
+        out.write('Pedestrian,{}\n'.format(frameNum))
 #Change the number of frames skipped or the keys in this section
     elif key == ord('d'):
-        cap.set(1,frame_no+100)
+        cap.set(1,frameNum+100)
     elif key == ord('s'):
-        cap.set(1,frame_no+10)
+        cap.set(1,frameNum+10)
     elif key == ord('a'):
-        cap.set(1,frame_no+1)
+        cap.set(1,frameNum+1)
     elif key == ord('x'):
-        cap.set(1,frame_no-10)
+        cap.set(1,frameNum-10)
     elif key == ord('c'):
-        cap.set(1,frame_no-100)
+        cap.set(1,frameNum-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)
+        frameNum = int(raw_input("Please enter the frame number you would like to skip to\n"))
+        cap.set(cv2.cv.CV_CAP_PROP_POS_FRAMES,frameNum-5)
     
 
 cap.release()