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README.md
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README.md
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CV2 Threaded Video Capture
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# CV2 Threaded Video Capture
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Not much to say here, it enables you to read an entire video or a number of frames from a video in an extra thread with some nice syntax.
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This project was initially part of my video synopsis project, wich is why the config dict() is required.
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### Full video
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```python
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from VideoReader import VideoReader
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import os
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fileName = "out.mp4"
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dirName = os.path.join(os.path.dirname(__file__), "generate test footage")
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config = {}
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config["inputPath"] = os.path.join(dirName, fileName)
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config["videoBufferLength"] = 100
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with VideoReader(config) as reader:
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while not reader.videoEnded():
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framenumber, frame = reader.pop()
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print(framenumber)
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```
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### Selection of Frames
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```python
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from VideoReader import VideoReader
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import os
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fileName = "out.mp4"
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dirName = os.path.join(os.path.dirname(__file__), "generate test footage")
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config = {}
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config["inputPath"] = os.path.join(dirName, fileName)
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config["videoBufferLength"] = 100
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frameList = list(range(100, 500))
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with VideoReader(config, frameList) as reader:
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while not reader.videoEnded():
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framenumber, frame = reader.pop()
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print(framenumber)
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```
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from queue import Queue
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import cv2
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import threading
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import os
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class VideoReader:
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listOfFrames = None
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w = None
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h = None
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def __init__(self, config, setOfFrames=None):
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videoPath = config["inputPath"]
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self.videoPath = videoPath
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if videoPath is None:
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raise Exception("VideoReader:: Video reader needs a videoPath!")
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if not os.path.exists(videoPath):
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raise Exception("VideoReader:: Provided video path does not exist")
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self.lastFrame = 0
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# buffer data struct:
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# buffer = Queue([(frameNumber, frame), ])
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self.buffer = Queue(config["videoBufferLength"])
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self.vc = cv2.VideoCapture(videoPath)
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self.stopped = False
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self.getWH()
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self.calcFPS()
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self.calcLength()
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self.calcStartTime()
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if setOfFrames is not None:
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self.listOfFrames = sorted(setOfFrames)
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def __enter__(self):
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self.fillBuffer()
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return self
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def __exit__(self, type, value, traceback):
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self.stop()
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def stop(self):
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self.thread.join()
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self.vc.release()
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def pop(self):
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return self.buffer.get(block=True)
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def fillBuffer(self, listOfFrames=None):
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self.endFrame = int(self.vc.get(cv2.CAP_PROP_FRAME_COUNT))
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if listOfFrames is not None:
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self.listOfFrames = listOfFrames
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if self.listOfFrames is not None:
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self.thread = threading.Thread(
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target=self.readFramesByList, args=())
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else:
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self.thread = threading.Thread(target=self.readFrames, args=())
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self.thread.start()
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def readFrames(self):
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'''Reads video from start to finish'''
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while self.lastFrame < self.endFrame:
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res, frame = self.vc.read()
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if res:
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self.buffer.put((self.lastFrame, frame))
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self.lastFrame += 1
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self.stopped = True
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def readFramesByList(self):
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'''Reads all frames from a list of frame numbers'''
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self.vc.set(1, self.listOfFrames[0])
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self.lastFrame = self.listOfFrames[0]
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self.endFrame = self.listOfFrames[-1]
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while self.lastFrame < self.endFrame:
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if self.lastFrame in self.listOfFrames:
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res, frame = self.vc.read()
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if res:
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self.buffer.put((self.lastFrame, frame))
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else:
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print("READING FRAMES IS FALSE")
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# since the list is sorted the first element is always the lowest relevant framenumber
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# [0,1,2,3,32,33,34,35,67,68,69]
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self.listOfFrames.pop(0)
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self.lastFrame += 1
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else:
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# if current Frame number is not in list of Frames, we can skip a few frames
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self.vc.set(1, self.listOfFrames[0])
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self.lastFrame = self.listOfFrames[0]
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self.stopped = True
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def videoEnded(self):
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if self.stopped and self.buffer.empty():
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return True
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else:
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return False
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def calcFPS(self):
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self.fps = self.vc.get(cv2.CAP_PROP_FPS)
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def getFPS(self):
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if self.fps is None:
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self.calcFPS()
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return self.fps
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def calcLength(self):
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fc = int(self.vc.get(cv2.CAP_PROP_FRAME_COUNT))
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self.length = fc / self.getFPS()
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def getLength(self):
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if self.length is None:
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self.calcLength()
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return self.length
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def calcStartTime(self):
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starttime = os.stat(self.videoPath).st_mtime
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length = self.getLength()
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starttime = starttime - length
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self.starttime = starttime
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def getStartTime(self):
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return self.starttime
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def getWH(self):
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'''get width and height'''
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if self.w is None or self.h is None:
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res, image = self.vc.read()
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self.w = image.shape[1]
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self.h = image.shape[0]
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return (self.w, self.h)
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Binary file not shown.
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@ -0,0 +1,14 @@
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from VideoReader import VideoReader
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import os
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fileName = "out.mp4"
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dirName = os.path.join(os.path.dirname(__file__), "generate test footage")
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config = {}
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config["inputPath"] = os.path.join(dirName, fileName)
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config["videoBufferLength"] = 100
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with VideoReader(config) as reader:
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while not reader.videoEnded():
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framenumber, frame = reader.pop()
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print(framenumber)
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