- removed dup
git-svn-id: http://moon:8086/svn/software/trunk/projects/opencv@327 b431acfa-c32f-4a4a-93f1-934dc6c82436
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# import the necessary packages
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from __future__ import print_function
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from imutils.video import FPS
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from picamera import PiCamera
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from picamera import array
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import imutils
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import time
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import numpy as np
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from threading import Thread
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from threading import Lock
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from threading import Semaphore
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class Fifo(object):
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def __init__(self, dim=(4, 320, 240, 3), dtype=np.uint8):
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self.size = 0
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self.capacity = dim[0]
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self.wi = 0
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self.ri = 0
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self.buffer = np.empty(dim, dtype=dtype)
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self.lock = Lock()
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self.sema = Semaphore(value=0)
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def write(self, data):
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shouldNotify = False
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self.lock.acquire()
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self.buffer[self.wi] = data
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self.wi += 1
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if self.wi == self.capacity:
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self.wi = 0
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if self.size < self.capacity:
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self.size += 1
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shouldNotify = True
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self.lock.release()
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if shouldNotify:
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self.sema.release()
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def read(self, timeout=None):
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data = None
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if self.sema.acquire(blocking=True, timeout=timeout):
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self.lock.acquire()
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data = self.buffer[self.ri]
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self.ri += 1
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if self.ri == self.capacity:
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self.ri = 0
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self.size -= 1
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self.lock.release()
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return data
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class RgbProcess(Fifo):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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super(RgbProcess, self).__init__((numEntries, ) + resolution)
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self.next = next
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self.thread = Thread(target=self.run)
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self.cancel = False
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self.fps = None
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self.frames = 0
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# called on construction
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def onConstruct(self):
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pass
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# called on first frame
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def onFirstFrame(self):
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self.thread.start()
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if self.next is not None:
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self.next.onFirstFrame()
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# may be overriden to process in caller context
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def onData(self, data):
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self.write(data)
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# thread main loop
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def run(self):
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self.fps = FPS().start()
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while not self.cancel:
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self.process()
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self.frames += 1
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# abstractmethod
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def process(self):
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pass
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# should be called to exit thread
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def stop(self):
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self.fps.stop()
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print("Processed " + str(self.frames) + " frames")
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print("FPS = " + str(self.frames/self.fps.elapsed()))
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self.cancel = True
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self.thread.join()
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if self.next is not None:
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self.next.stop()
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class RgbProcessorAdapter(object):
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def __init__(self, resolution=(320, 240, 3)):
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self.resolution = resolution
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self.frameSize = resolution[0]*resolution[1]*resolution[2]
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self.size = 0
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self.frames = 0
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self.fps = None
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self.processors = []
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def processorAdd(self, processor):
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self.processors.append(processor)
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processor.onConstruct()
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def writable(self):
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return True
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def write(self, data):
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if self.size == 0:
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for proc in self.processors:
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proc.onFirstFrame()
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self.fps = FPS().start()
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self.size += len(data)
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self.frames += len(data)/self.frameSize
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res = (self.resolution[0], self.resolution[1])
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# rgbData = array.bytes_to_rgb(data, res)
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rgbData = data
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for proc in self.processors:
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proc.onData(rgbData)
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def size(self):
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return self.size
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def flush(self):
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if self.size > 0:
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self.fps.stop()
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print("Recorded " + str(self.frames) + " frames (" + str(self.size) + " bytes)")
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print("FPS = " + str(self.frames/self.fps.elapsed()))
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if ("__main__" == __name__):
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import cv2
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# Unit test with to threaded processors
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class MyRgbProcess1(RgbProcess):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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super(MyRgbProcess1, self).__init__(resolution, numEntries, next)
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def process(self):
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data = self.read(1.0)
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if data is not None:
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gray = cv2.cvtColor(data,cv2.COLOR_BGR2GRAY)
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gray_blurred = cv2.medianBlur(gray,5)
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cv2.imshow('displayThread1', gray_blurred)
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cv2.waitKey(1)
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if self.next is not None:
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self.next.write(cv2.cvtColor(gray_blurred,cv2.COLOR_GRAY2BGR))
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class MyRgbProcess2(RgbProcess):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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super(MyRgbProcess2, self).__init__(resolution, numEntries)
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def process(self):
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data = self.read(1.0)
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if data is not None:
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gray = cv2.cvtColor(data,cv2.COLOR_BGR2GRAY)
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# Canny edge detection
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canny = cv2.Canny(gray, 100, 50)
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cv2.imshow('displayThread2', canny)
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cv2.waitKey(1)
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# initialize the camera and stream
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camera = PiCamera()
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camera.resolution = (320, 240)
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camera.framerate = 60
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frameDim = (camera.resolution[0], camera.resolution[1], 3)
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myProcessor2 = MyRgbProcess2((240, 320, 3), 4)
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myProcessor1 = MyRgbProcess1((240, 320, 3), 4, myProcessor2)
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myRgbProcessorAdapter = RgbProcessorAdapter(frameDim)
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myRgbProcessorAdapter.processorAdd(myProcessor1)
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camera.start_recording(myRgbProcessorAdapter, format="bgr")
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dictFifo = Fifo(dim=(8,), dtype=dict)
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dictFifo.write({'a':1, 'b':2})
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print(dictFifo.read())
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# allow the camera to warmup and start the FPS counter
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print("[INFO] sampling frames from `picamera` module...")
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time.sleep(10.0)
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camera.stop_recording()
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myProcessor1.stop()
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# do a bit of cleanup
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cv2.destroyAllWindows()
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camera.close()
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+27
-11
@@ -31,13 +31,16 @@ ap.add_argument("-n", "--seconds", type=int, default=10,
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help="# of seconds to run")
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help="# of seconds to run")
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ap.add_argument("-r", "--framerate", type=int, default=30,
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ap.add_argument("-r", "--framerate", type=int, default=30,
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help="Framerate in frame/s")
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help="Framerate in frame/s")
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ap.add_argument("-e", "--with-ev3", type=bool, default=False,
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help="Framerate in frame/s")
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ap.add_argument("-f", "--filename", type=str, default='piCamera',
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ap.add_argument("-f", "--filename", type=str, default='piCamera',
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help="Whether or not frames should be displayed")
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help="Choose video source")
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args = vars(ap.parse_args())
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args = vars(ap.parse_args())
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videoFile = args["filename"]
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videoFile = args["filename"]
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framerate = args["framerate"]
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framerate = args["framerate"]
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seconds = args["seconds"]
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seconds = args["seconds"]
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with_ev3 = args["with_ev3"]
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class VideoSource(RgbProcessorAdapter):
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class VideoSource(RgbProcessorAdapter):
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def __init__(self, fileName, resolution, framerate):
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def __init__(self, fileName, resolution, framerate):
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@@ -101,12 +104,13 @@ class MyRgbProcess(RgbProcess):
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if maxVal > 100*minVal:
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if maxVal > 100*minVal:
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img1_objects = cv2.rectangle(img1_objects,(x-5,y-5),(x+5,y+5),(0,0,255),2)
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img1_objects = cv2.rectangle(img1_objects,(x-5,y-5),(x+5,y+5),(0,0,255),2)
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print(maxLoc)
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print(maxLoc)
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error = float(x)-160
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if self.brick is not None:
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data = struct.pack("f", error/2)
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error = float(x)-160
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ev3.system_command.write_mailbox(self.brick, 'ErrorX', data)
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data = struct.pack("f", error/2)
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error = float(y)-120
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ev3.system_command.write_mailbox(self.brick, 'ErrorX', data)
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data = struct.pack("f", error/2)
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error = float(y)-120
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ev3.system_command.write_mailbox(self.brick, 'ErrorY', data)
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data = struct.pack("f", error/2)
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ev3.system_command.write_mailbox(self.brick, 'ErrorY', data)
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else:
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else:
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# Contour approach
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# Contour approach
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@@ -135,10 +139,22 @@ class MyRgbProcess(RgbProcess):
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self.next.write(cv2.cvtColor(gray_blurred,cv2.COLOR_GRAY2BGR))
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self.next.write(cv2.cvtColor(gray_blurred,cv2.COLOR_GRAY2BGR))
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# Connect to brick
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# Connect to brick
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with ev3.EV3() as brick:
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if with_ev3:
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with ev3.EV3() as brick:
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videoSource = VideoSource(videoFile, (width,height,3), framerate)
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proc = MyRgbProcess(brick, (240, 320, 3), 4)
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videoSource.processorAdd(proc)
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videoSource.start()
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print("[INFO] sampling THREADED frames from `" + videoFile + "` at " + str(framerate) + " frame/s")
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time.sleep(seconds)
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videoSource.stop()
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proc.stop()
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else:
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videoSource = VideoSource(videoFile, (width,height,3), framerate)
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videoSource = VideoSource(videoFile, (width,height,3), framerate)
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proc = MyRgbProcess(brick, (240, 320, 3), 4)
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proc = MyRgbProcess(None, (240, 320, 3), 4)
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videoSource.processorAdd(proc)
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videoSource.processorAdd(proc)
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videoSource.start()
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videoSource.start()
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@@ -147,7 +163,7 @@ with ev3.EV3() as brick:
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videoSource.stop()
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videoSource.stop()
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proc.stop()
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proc.stop()
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# do a bit of cleanup
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# do a bit of cleanup
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cv2.destroyAllWindows()
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cv2.destroyAllWindows()
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@@ -174,7 +174,7 @@ if ("__main__" == __name__):
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class MyRgbProcess2(RgbProcess):
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class MyRgbProcess2(RgbProcess):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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super(MyRgbProcess2, self).__init__(resolution, numEntries)
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super(MyRgbProcess2, self).__init__(resolution, numEntries, next)
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def process(self):
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def process(self):
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data = self.read(1.0)
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data = self.read(1.0)
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+1
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class MyRgbProcess2(RgbProcess):
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class MyRgbProcess2(RgbProcess):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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def __init__(self, resolution=(320, 240, 3), numEntries=2, next=None):
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super(MyRgbProcess2, self).__init__(resolution, numEntries)
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super(MyRgbProcess2, self).__init__(resolution, numEntries, next)
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def process(self):
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def process(self):
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data = self.read(1.0)
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data = self.read(1.0)
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