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122
semester_4/osnove_racunalniskega_vida/Naloga_4/main.py
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122
semester_4/osnove_racunalniskega_vida/Naloga_4/main.py
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import cv2
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import numpy as np
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import matplotlib.pyplot as plt
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from implement import MeanShift, CamShift, selectObject, calcHist
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if True:
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capture = cv2.VideoCapture(0)
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flip = True
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else:
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capture = cv2.VideoCapture("colors_Trim.mp4")
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flip = False
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track_window = None
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global xLZ
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global yLZ
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global xLast
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global yLast
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global frame
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xLZ = 0
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yLZ = 0
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def clickOnImage(event, x, y, flags, param):
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global frame, xLZ, yLZ, xLast, yLast
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if event == cv2.EVENT_LBUTTONUP:
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#print("EVENT_LBUTTONUP ({},{})".format(x,y))
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xLZ = 0
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yLZ = 0
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if event == cv2.EVENT_LBUTTONDOWN:
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#print("EVENT_LBUTTONDOWN ({},{})".format(x,y))
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xLZ = x
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yLZ = y
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if event == cv2.EVENT_MOUSEMOVE:
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#print("EVENT_MOUSEMOVE ({},{})".format(x,y))
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xLast = x
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yLast = y
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cv2.namedWindow("Slika")
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cv2.setMouseCallback("Slika", clickOnImage)
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target_hist = None
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while(1):
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ret, frame = capture.read()
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if ret == True:
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if flip:
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frame = cv2.flip(frame, 1)
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frameCopy = frame.copy()
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if xLZ != 0 or yLZ != 0:
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cv2.rectangle(frameCopy,(xLZ,yLZ),(xLast,yLast),(0,255,0),2)
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cv2.imshow('Slika',frameCopy)
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if cv2.waitKey(100) & 0xFF == ord("q"):
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miniFrame = frame[yLZ:yLast,xLZ:xLast]
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miniFrame = cv2.cvtColor(miniFrame, cv2.COLOR_BGR2HSV)
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target_hist = calcHist(miniFrame,2)
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cv2.destroyAllWindows()
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break
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if target_hist is None:
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print("No target selected")
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exit(1)
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track_window = selectObject(frame, target_hist)
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cv2.rectangle(frame, (track_window[0], track_window[1]), (track_window[0]+track_window[2], track_window[1]+track_window[3]), (0, 255, 0), 2)
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cv2.imshow("Frame", frame)
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cv2.waitKey(0)
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cv2.destroyAllWindows()
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firstFrame = None
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while True:
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ret, frame = capture.read()
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if not ret:
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break
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if flip:
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frame = cv2.flip(frame, 1)
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if firstFrame is None:
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firstFrame = frame.copy()
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frameCopy = frame.copy()
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# prevFrame is not none
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if firstFrame is not None:
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diff = cv2.absdiff(firstFrame, frame)
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gray = cv2.cvtColor(diff, cv2.COLOR_BGR2GRAY)
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blur = cv2.GaussianBlur(gray, (5, 5), 0)
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tres = cv2.threshold(blur, 25, 255, cv2.THRESH_BINARY)[1]
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ret, track_window = CamShift(tres, track_window, (3, 10, 1))
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cv2.rectangle(frameCopy, (track_window[0], track_window[1]), (track_window[0]+track_window[2], track_window[1]+track_window[3]), (0, 255, 0), 2)
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cv2.imshow("Frame", frameCopy)
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cv2.imshow("ALG", tres)
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if cv2.waitKey(10) & 0xFF == ord("q"):
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capture.release()
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cv2.destroyAllWindows()
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break
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cv2.destroyAllWindows()
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