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| 1 | +#!/usr/bin/env python |
| 2 | + |
| 3 | +from pcv.vidIO import VideoReader, OutOfFrames |
| 4 | +import cv2 |
| 5 | + |
| 6 | +class VideoSwitcher: |
| 7 | + ''' A class for switching between multiple videos. ''' |
| 8 | + def __init__(self, *filenames, track_along=True): |
| 9 | + ''' Opens multiple videos for switching between. |
| 10 | +
|
| 11 | + When iterating, if a video completes it is re-started. |
| 12 | +
|
| 13 | + 'track_along' is a boolean specifying if all the videos track along |
| 14 | + together. Defaults to True, so when swapping to the next video it |
| 15 | + gets jumped ahead to the number of frames that were covered since |
| 16 | + it was last active. If set to False, swapping back to a video |
| 17 | + resumes where it left off. |
| 18 | +
|
| 19 | + ''' |
| 20 | + self.filenames = filenames |
| 21 | + self.track_along = track_along |
| 22 | + self.readers = [self._initialise(video) for video in filenames] |
| 23 | + self._counts = [0 for video in filenames] # position of each video |
| 24 | + self._count = 0 # total frames processed |
| 25 | + self.active = 0 # current active video index |
| 26 | + |
| 27 | + def _initialise(self, video): |
| 28 | + ''' Initialise a video and its iterator. ''' |
| 29 | + reader = VideoReader(video, destroy=None, verbose=False) |
| 30 | + iter(reader) |
| 31 | + return reader |
| 32 | + |
| 33 | + @property |
| 34 | + def active(self): |
| 35 | + return self._active |
| 36 | + |
| 37 | + @active.setter |
| 38 | + def active(self, value): |
| 39 | + ''' Set a new reader as active. Track frames as required. ''' |
| 40 | + self._active = value |
| 41 | + new_reader = self.readers[self._active] |
| 42 | + if self.track_along: |
| 43 | + extra = self._count - self._counts[self._active] |
| 44 | + new_frame = (new_reader.frame + extra) % new_reader._end |
| 45 | + new_reader.set_frame(new_frame) |
| 46 | + new_reader.reset_delay() # avoid pause jump/negative delay |
| 47 | + |
| 48 | + @property |
| 49 | + def video(self): |
| 50 | + return self.readers[self.active] |
| 51 | + |
| 52 | + @video.setter |
| 53 | + def video(self, replacement): |
| 54 | + self.readers[self.active] = replacement |
| 55 | + |
| 56 | + def __enter__(self): |
| 57 | + ''' Ensure all VideoReaders are ''' |
| 58 | + for reader in self.readers: |
| 59 | + reader.__enter__() |
| 60 | + |
| 61 | + return self |
| 62 | + |
| 63 | + def __exit__(self, *args): |
| 64 | + ''' Clean up all the VideoReaders at context end. ''' |
| 65 | + for reader in self.readers: |
| 66 | + try: |
| 67 | + reader.__exit__(*args) |
| 68 | + except: |
| 69 | + continue |
| 70 | + |
| 71 | + def __iter__(self): |
| 72 | + return self |
| 73 | + |
| 74 | + def __next__(self): |
| 75 | + ''' Get the next video frame from the active video. |
| 76 | +
|
| 77 | + Restarts the active video first if it was finished. |
| 78 | +
|
| 79 | + ''' |
| 80 | + self._count += 1 |
| 81 | + self._counts[self.active] += 1 |
| 82 | + try: |
| 83 | + return next(self.video) |
| 84 | + except OutOfFrames: |
| 85 | + return self._reinitialise_active_video() |
| 86 | + |
| 87 | + def _reinitialise_active_video(self): |
| 88 | + ''' Close and re-open the currently active video. ''' |
| 89 | + self.video.__exit__(None, None, None) |
| 90 | + filename = self.filenames[self.active] |
| 91 | + self.video = self._initialise(filename) |
| 92 | + return next(self.video) |
| 93 | + |
| 94 | + def next_video(self): |
| 95 | + ''' Switch to the next video (circular buffer). ''' |
| 96 | + self.active = (self.active + 1) % len(self.readers) |
| 97 | + |
| 98 | + def prev_video(self): |
| 99 | + ''' Switch to the previous video (circular buffer). ''' |
| 100 | + self.active = (self.active - 1) % len(self.readers) |
| 101 | + |
| 102 | + def set_active(self, index): |
| 103 | + ''' Switch to a specified video index, modulo the number of videos. ''' |
| 104 | + self.active = index % len(self.readers) |
| 105 | + |
| 106 | + |
| 107 | +if __name__ == '__main__': |
| 108 | + from os import listdir |
| 109 | + from pcv.vidIO import Camera |
| 110 | + |
| 111 | + class CoverAnalyser: |
| 112 | + ''' Analyses a camera feed and switches videos when un/covered. ''' |
| 113 | + def __init__(self, video_switcher): |
| 114 | + ''' Cycles through 'video_switcher' videos based on frame data. ''' |
| 115 | + self._video_switcher = video_switcher |
| 116 | + self._covered = False |
| 117 | + |
| 118 | + def analyse(self, frame): |
| 119 | + ''' Switches to the next video if the camera is un/covered. |
| 120 | +
|
| 121 | + Switches on both camera cover and un-cover events. |
| 122 | +
|
| 123 | + Mean values of 40 and 60 were relevant for my camera when testing, |
| 124 | + and may need to be different depending on camera and lighting. |
| 125 | +
|
| 126 | + ''' |
| 127 | + mean = frame.mean() |
| 128 | + if (mean < 40 and not self._covered) \ |
| 129 | + or (mean > 50 and self._covered): |
| 130 | + # switch to next video and toggle state |
| 131 | + self._video_switcher.next_video() |
| 132 | + self._covered ^= True # toggle state using boolean xor |
| 133 | + |
| 134 | + videos = (file for file in listdir() if file.endswith('.mp4')) |
| 135 | + |
| 136 | + print("press space to pause, 'q' to quit") |
| 137 | + with VideoSwitcher(*videos) as video_switcher: |
| 138 | + analyser = CoverAnalyser(video_switcher) |
| 139 | + with Camera(0) as cam: |
| 140 | + # zip together the videos and camera to progress in sync |
| 141 | + for (_, v_frame), (_, c_frame) in zip(video_switcher, cam): |
| 142 | + analyser.analyse(c_frame) |
| 143 | + cv2.imshow('video', v_frame) |
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