camon详细解决过程
原
基于Python的Cameo实现详解
以下内容为学习<OpenCV 3计算机视觉Python与原实现>(原书第2版)过程中,对编码的相关注释(菜鸟级).
同时参考了文章:Python 使用Opencv实现cameo功能,https://blog.csdn.net/HuangZhang_123/article/details/80415861
该代码由managers.py,cameo.py两部分组成,运行cameo.py实现控制摄像头拍摄及录屏,截图的功能.
详细代码及注释如下:
managers.py
- import cv2
- import numpy as np
- import time
-
- #视屏管理类
- #来读取新的帧,并能将帧分派到一个或多个输出中,这些输出包括静止的图片文件,视频文件以及窗口
- class Capturemanager(object):
- #类变量前加 _ 代表变量设置保护变量,只有类和子类才能访问
- #类变量前加 __ 代表将变量设置私有变量,只有类对象才能访问
-
- def __init__(self, capture, previewWindowManager=None, shouldMirrorPreview=False):
-
- self.previewWindowManager = previewWindowManager#创建界面管理类
- self.shouldMirrorPreview = shouldMirrorPreview#控制图像是否翻转,产生镜像文件
-
- self._capture = capture#视频或图片提取类型
- self._channel = 0#通道数,暂时没有使用
- self._enteredFrame = False#判断之前的窗口是否存在,默认为False
- self._frame = None#当前帧的图像
- self._imageFilename = None#图片名称,当截取图片时赋值,截取完毕后重新赋值None
- self._videoFilename = None#视屏名称,当截取视屏时赋值,截取完毕后重新赋值None
- self._videoEncoding = None#视频录制过程中赋值encoding,结束时赋值None
- self._videoWriter = None#在视频录制时赋值cv2.VideoWriter作用,指定视频格式并进行frame的记录,录制结束后赋值None
-
- self._startTime = None#计算fps的起始时间
- self._framesElapsed = float(0)#视频共录制帧数
- self._fpsEstimate = None#fps值
-
- #设置只读属性
- @property
- def channel(self):
- return self._channel
-
- #设置可写属性
- @channel.setter
- def channel(self, value):
- if self._channel != value:
- self._channel = value
- self.frame = None
-
- #设置只读属性
- @property
- def frame(self):
- if self._enteredFrame and self._frame is None:#在已存在窗口且frame为空的情况下,使用retrieve()方法提取摄像头数据
- #_enteredFrame为第一帧提取出的摄像头数据
- _, self._frame = self._capture.retrieve()
- return self._frame
-
- #设置只读属性
- @property
- def isWritingImage(self):
- return self._imageFilename is not None
-
- #设置只读属性
- @property
- def isWritingVideo(self):
- return self._videoFilename is not None
-
- #启动摄像头录制功能
- def enterFrame(self):
- '''Capture the next frame,if any'''
-
- #But first, check that any previous(之前的) frame was exited.
- #assert:判断条件是否成立,成立继续运行程序,不成立返回提醒值,程序中断
- #assert True,'提醒条件'
- #assert false,'提醒条件'
- #判断之前的窗口是否存在,若存在报错
- #self._enteredFrame-->False
- assert not self._enteredFrame,'previous enterFrame() had no matching exitFrame()'
-
- if self._capture is not None:#判断是否存在控制器
- self._enteredFrame = self._capture.grab()#capture = cv2.VideoCapture(0),返回True值
- #self._enteredFrame -->True
- #VideoCapure里的read是grab和retrieve的结合，由下面的函数介绍可知grab是指向下一个帧，retrieve是解码并返回一个
- # 帧，而且retrieve比grab慢一些，所以当不需要当前的帧或画面时，可以使用grab跳过，与其使用read更省时间。
- # 因为有的时候缓冲区的画面是存在了延迟的。当不需要的时候可以多grab之后再read的话，就能比一直read更省时间，
- # 因为没有必要把不需要的帧解码，由介绍可知也可以使用grab实现硬件同步。
-
- #视频显示,视频录制,视频保存的功能
- def exitFrame(self):
- '''Draw to the window. Write to files. Release(释放) the frame'''
-
- #Check whether any grabbed frame is retrievable
- #The getter may retrieve and cache the frame
- print(4,' ',self._frame is None)
- if self._frame is None:
- self._enteredFrame = False#_enteredFrame为False时,为第一次抓取视屏信息,采用grab()方式
- #为True时为非第一次抓取,采用retrieve方式抓取
- return
-
- #计算fps
- #Update the FPS estimate and related variables
- #使用帧数/时间得到每秒的帧数
- if self._framesElapsed == 0:
- self._startTime = time.time()
-
-
- else:
- timeElapsed = time.time() - self._startTime
- self._fpsEstimate = self._framesElapsed / timeElapsed
- self._framesElapsed += 1
-
- #显示图像
- #Draw to the window, if any
- if self.previewWindowManager is not None:
- if self.shouldMirrorPreview:#控制是否镜像显示图像
- #向左/右方向翻转阵列,翻转图像
- mirroredFrame = np.fliplr(self._frame).copy()
- self.previewWindowManager.show(mirroredFrame)#显示图像
- else:
- self.previewWindowManager.show(self._frame)#显示图像
-
- #图片文件生成
- #Write to the image file, if any
- if self.isWritingImage:
- cv2.imwrite(self._imageFilename, self._frame)
- self._imageFilename = None
-
- #录制文件生成
- #Write to the video file ,if any.
- self._writeVideoFrame()
-
- #录像生成
- #Release the frame
- self._frame = None#将参数还原到循环初始状态
- self._enteredFrame = False#将参数还原到循环初始状态
-
- #设置图片文件名
- def WriteImage(self, filename):
- '''Write the next exited frame to an image file'''
- self._imageFilename = filename
-
- #开始录制
- def startWritingVideo(self, filename, encoding = cv2.VideoWriter_fourcc('I','4','2','0')):
- '''Start writing exited frames to a video file.'''
- self._videoFilename = filename
- self._videoEncoding = encoding
-
- #停止录制
- def stopWritingVideo(self):
- '''Stop writing exited frames to a video file'''
- self._videoFilename = None
- self._videoEncoding = None
- self._videoWriter = None
-
- #录制视频
- def _writeVideoFrame(self):
-
- if not self.isWritingVideo:#控制是否为保存视频
- return
-
- if self._videoWriter is None:#如果视频保存方式无定义
- fps = self._capture.get(cv2.CAP_PROP_FPS)#获取fps
- if fps == 0.0:#如果未获取到fps
- #The capture's FPS is unknown so use an estimate.
- if self._framesElapsed<20:#如果现有帧数小于20,无法计算直接退出子程序
- #Wait until more frames elapse so that the estimate is more stable
- return
- else:
- fps = self._fpsEstimate
- size = (int(self._capture.get(cv2.CAP_PROP_FRAME_WIDTH)),
- int(self._capture.get(cv2.CAP_PROP_FRAME_HEIGHT)))
- #创建videoWriter
- self._videoWriter = cv2.VideoWriter(
- self._videoFilename, self._videoEncoding, fps, size)
- #写入视频
- self._videoWriter.write(self._frame)
- #创建界面管理类
- #使应用程序代码能以面向对象的形式处理窗口的事件
- class WindowManager(object):
- def __init__(self,windowName, keypressCallback = None):
- self.keypressCallback = keypressCallback#实现按键控制功能
- self._windowName = windowName#在cameo.py中实例化为'Cameo'
- self._isWindowCreated = False#控制是否循环提取摄像头信息
- @property
- def isWindowCreated(self):#作为窗口是否存在的判别条件,self._isWindowCreated在createWindow中已修改为True
- return self._isWindowCreated
- #创建窗口
- def createWindow(self):
- cv2.namedWindow(self._windowName)#创建视屏窗口
- self._isWindowCreated = True#修改类属性,说明已经创建窗口,为Ture
- #显示窗口
- def show(self, frame):
- cv2.imshow(self._windowName, frame)
- #注销窗口
- def destroyWindow(self):
- cv2.destroyWindow(self._windowName)
- self._isWindowCreated = False
- #执行键盘操作的回调函数
- def processEvent(self):
- keycode = cv2.waitKey(1)#等待1微秒获取键盘输入信息
- if self.keypressCallback is not None and keycode != -1:#如果编辑了外界设备输入程序且输入不为0
- #Discard any non-ASCII info encoded by GTK
- keycode &= 0xFF#使用GTK进行编码
- self.keypressCallback(keycode)
cameo.py
- import cv2
- from managers import WindowManager, Capturemanager
-
- class Cameo(object):
- def __init__(self):
- #创建一个窗口,并将键盘的回调函数传入
- self._windowManager = WindowManager('Cameo', self.onKeypress)
- #告诉程序数据来自摄像头,还有镜面效果
- self._captureManager = Capturemanager(
- cv2.VideoCapture(0), self._windowManager, True
- )
-
- def run(self):
- '''Run the main loop'''
- self._windowManager.createWindow()#创建窗口,设置self._isWindowCreated = True控制循环提取摄像头信息
- while self._windowManager.isWindowCreated:
- #这里的enterFrame作用使得从程序从摄像头中取数据
- self._captureManager.enterFrame()#开启窗口
- #frame是原始帧数据,未做任何改动
- frame = self._captureManager.frame#获得当前帧
-
- #TODO: filter the frame(Chapter 3)
- #exitFrame()主要功能:实现截屏,录屏
- self._captureManager.exitFrame()#根据控制参数,选择是否进行截屏和录屏,并将self._frame等参数还原准备下一次循环
- #回调函数
- self._windowManager.processEvent()
-
- def onKeypress(self, keycode):
- '''Handle a keypress
-
- space -> Take a screenshot
- tab -> State/stop recording a screencast
- escape -> Quit
-
- '''
- if keycode == 32: #Space
- #截取保存的文件名称
- self._captureManager.WriteImage('screenshot.png')#设置截取图片保存信息
- elif keycode == 9:#tab
- if not self._captureManager.isWritingVideo:#判断为开始录制视频或结束录制视频
- #录像保存的文件名字
- self._captureManager.startWritingVideo(
- 'screencast.avi'
- )
- else:
- self._captureManager.stopWritingVideo()
- elif keycode == 27: #escape
- self._windowManager.destroyWindow()
-
- if __name__ == '__main__':
- Cameo().run()
-
-
</div>
</article>
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int Ti...
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