Video-Summary/VideoReader.py

101 lines
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Python
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import multiprocessing
import cv2
from time import sleep
from queue import Queue
import threading
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class VideoReader:
#buffer = [(frameNumber, frame)]
listOfFrames = None
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def __init__(self, videoPath, setOfFrames = None):
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if videoPath is None:
print("Video reader needs a videoPath!")
return None
self.videoPath = videoPath
self.lastFrame = 0
self.buffer = Queue(16)
self.vc = cv2.VideoCapture(videoPath)
self.stopped = False
res, image = self.vc.read()
self.w = image.shape[1]
self.h = image.shape[0]
if setOfFrames is not None:
self.listOfFrames = sorted(setOfFrames)
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def pop(self):
return self.buffer.get(block=True)
def get(self):
return self.buffer[-1]
def fillBuffer(self):
if self.buffer.full():
print("VideoReader::fillBuffer was called when buffer was full.")
self.endFrame = int(self.vc.get(cv2.CAP_PROP_FRAME_COUNT))
#self.endFrame = 10*60*30
if self.listOfFrames is not None:
self.thread = threading.Thread(target=self.readFramesByList, args=())
else:
self.thread = threading.Thread(target=self.readFrames, args=())
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self.thread.start()
def stop(self):
self.thread.join()
self.vc.release()
def readFrames(self):
while self.lastFrame < self.endFrame:
if not self.buffer.full():
res, frame = self.vc.read()
if res:
self.buffer.put((self.lastFrame, frame))
self.lastFrame += 1
else:
sleep(0.5)
self.stopped = True
def readFramesByList(self):
self.vc.set(1, self.listOfFrames[0])
self.lastFrame = self.listOfFrames[0]
self.endFrame = self.listOfFrames[-1]
while self.lastFrame < self.endFrame:
if not self.buffer.full():
if self.lastFrame in self.listOfFrames:
res, frame = self.vc.read()
if res:
self.buffer.put((self.lastFrame, frame))
# since the list is sorted the first element is always the lowest relevant framenumber
# [0,1,2,3,32,33,34,35,67,68,69]
self.listOfFrames.pop(0)
self.lastFrame += 1
else:
# if current Frame number is not in list of Frames, we can skip a few frames
self.vc.set(1, self.listOfFrames[0])
self.lastFrame = self.listOfFrames[0]
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else:
sleep(0.5)
self.stopped = True
def videoEnded(self):
if self.stopped:
return True
else:
return False