still shit, but better
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@ -15,7 +15,7 @@ class ContourExtractor:
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#X = {frame_number: [(contour, (x,y,w,h)), ...], }
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#X = {frame_number: [(contour, (x,y,w,h)), ...], }
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extractedContours = dict()
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extractedContours = dict()
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min_area = 0
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min_area = 200
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max_area = 30000
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max_area = 30000
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threashold = 25
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threashold = 25
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xDim = 0
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xDim = 0
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@ -24,9 +24,10 @@ class ContourExtractor:
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def getextractedContours(self):
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def getextractedContours(self):
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return self.extractedContours
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return self.extractedContours
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def __init__(self, videoPath):
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def __init__(self):
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print("ContourExtractor initiated")
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print("ContourExtractor initiated")
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def extractContours(self, videoPath):
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min_area = self.min_area
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min_area = self.min_area
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max_area = self.max_area
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max_area = self.max_area
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threashold = self.threashold
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threashold = self.threashold
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@ -40,15 +41,15 @@ class ContourExtractor:
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firstFrame = None
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firstFrame = None
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# loop over the frames of the video
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# loop over the frames of the video
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frameCount = 0
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frameCount = 0
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extractedContours = dict()
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while res:
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while res:
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res, frame = vs.read()
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res, frame = vs.read()
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# resize the frame, convert it to grayscale, and blur it
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# resize the frame, convert it to grayscale, and blur it
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if frame is None:
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if frame is None:
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print("ContourExtractor: frame was None")
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print("ContourExtractor: frame was None")
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return
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break
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frame = imutils.resize(frame, width=500)
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frame = imutils.resize(frame, width=500)
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cv2.imshow( "frame", frame)
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gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
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gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
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gray = cv2.GaussianBlur(gray, (5, 5), 0)
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gray = cv2.GaussianBlur(gray, (5, 5), 0)
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@ -66,18 +67,22 @@ class ContourExtractor:
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contours = []
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contours = []
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for c in cnts:
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for c in cnts:
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if cv2.contourArea(c) < min_area or cv2.contourArea(c) > max_area:
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ca = cv2.contourArea(c)
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if ca < min_area or ca > max_area:
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continue
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continue
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(x, y, w, h) = cv2.boundingRect(c)
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(x, y, w, h) = cv2.boundingRect(c)
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#print((x, y, w, h))
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contours.append((frame[y:y+h, x:x+w], (x, y, w, h)))
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contours.append((frame[y:y+h, x:x+w], (x, y, w, h)))
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#cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2)
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#cv2.rectangle(frame, (x, y), (x + w, y + h), (0, 255, 0), 2)
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self.extractedContours[frameCount] = contours
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if len(contours) != 0:
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extractedContours[frameCount] = contours
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frameCount += 1
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frameCount += 1
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#cv2.imshow( "annotated", frame )
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#cv2.imshow( "annotated", frame )
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#cv2.waitKey(10) & 0XFF
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#cv2.waitKey(10) & 0XFF
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self.extractedContours = extractedContours
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def displayContours(self):
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def displayContours(self):
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values = self.extractedContours.values()
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values = self.extractedContours.values()
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14
Exporter.py
14
Exporter.py
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@ -17,21 +17,19 @@ class Exporter:
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writer.close()
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writer.close()
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def exportLayers(self, layers, outputPath):
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def exportLayers(self, layers, outputPath):
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fps = self.fps
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writer = imageio.get_writer(outputPath, fps=fps)
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for layer in layers:
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for layer in layers:
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data = layer.data
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data = layer.data
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fps = self.fps
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writer = imageio.get_writer(outputPath, fps=fps)
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for frame in data:
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for frame in data:
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(x, y, w, h) = frame[1]
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(x, y, w, h) = frame[1]
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frame = frame[0]
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frame = frame[0]
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frame1 = np.zeros(shape=[1080, 1920, 3], dtype=np.uint8)
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frame1 = np.zeros(shape=[1080, 1920, 3], dtype=np.uint8)
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frame1 = imutils.resize(frame1, width=512)
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frame1 = imutils.resize(frame1, width=512)
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frame1[y:y+frame.shape[0], x:x+frame.shape[1]] = frame
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frame1[y:y+frame.shape[0], x:x+frame.shape[1]] = frame
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writer.append_data(np.array(frame1))
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writer.append_data(np.array(frame1))
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cv2.imshow("changes overlayed", frame)
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#cv2.imshow("changes overlayed", frame)
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cv2.waitKey(10) & 0XFF
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#cv2.waitKey(10) & 0XFF
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writer.close()
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writer.close()
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cv2.destroyAllWindows()
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#cv2.destroyAllWindows()
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6
Layer.py
6
Layer.py
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@ -5,12 +5,12 @@ class Layer:
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lastFrame = 0
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lastFrame = 0
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backgroundImage = []
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backgroundImage = []
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def __init__(self, startFrame, data, backgroundImage):
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def __init__(self, startFrame, data):
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self.startFrame = startFrame
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self.startFrame = startFrame
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self.lastFrame = startFrame
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self.data.append(data)
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self.data.append(data)
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self.backgroundImage = backgroundImage
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print("Layer constructed")
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#print("Layer constructed")
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def add(self, frameNumber, data):
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def add(self, frameNumber, data):
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self.lastFrame = frameNumber
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self.lastFrame = frameNumber
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@ -22,26 +22,24 @@ class LayerFactory:
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contours = data[frameNumber]
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contours = data[frameNumber]
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for contour in contours:
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for contour in contours:
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layers.append(Layer(frameNumber, contour, None))
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layers.append(Layer(frameNumber, contour))
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# inserts all the fucking contours as layers?
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for frameNumber, contours in data.items():
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for frameNumber, contours in data.items():
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layerNum = len(layers)
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for contour, (x,y,w,h) in contours:
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i = 0
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for layer in layers:
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while i < layerNum:
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if frameNumber - layer.lastFrame <= 5:
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layer = layers[i]
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if frameNumber - layer.lastFrame < 5:
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for contour, (x,y,w,h) in contours:
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if len(layer.data[-1][1]) != 4:
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if len(layer.data[-1][1]) != 4:
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print("LayerFactory: Layer knew no bounds")
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print("LayerFactory: Layer knew no bounds")
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continue
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continue
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(x2,y2,w2,h2) = layer.data[-1][1]
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if self.contoursOverlay((x,y+h), (x+w,y), (x2,y2+h2), (x2+w2,y2)):
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(x2,y2,w2,h2) = layer.data[-1][1]
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tol = 10
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if self.contoursOverlay((x-tol,y+h+tol), (x+w+tol,y-tol), (x2,y2+h2), (x2+w2,y2)):
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layer.add(frameNumber, (contour, (x,y,w,h)))
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layer.add(frameNumber, (contour, (x,y,w,h)))
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else:
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break
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layers.append(Layer(frameNumber, contour, None))
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layerNum = len(layers)
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layers.append(Layer(frameNumber, (contour, (x,y,w,h))))
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i+=1
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self.layers = layers
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self.layers = layers
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10
main.py
10
main.py
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@ -11,17 +11,19 @@ from LayerFactory import LayerFactory
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def demo():
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def demo():
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print("startup")
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print("startup")
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footagePath = os.path.join(os.path.dirname(__file__), "./generate test footage/2.mp4")
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footagePath = os.path.join(os.path.dirname(__file__), "./generate test footage/out.mp4")
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start = time.time()
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start = time.time()
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contourExtractor = ContourExtractor(footagePath)
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contourExtractor = ContourExtractor()
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contourExtractor.extractContours(footagePath)
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print("Time consumed in working: ",time.time() - start)
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print("Time consumed in working: ",time.time() - start)
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frames = contourExtractor.exportContours()
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#frames = contourExtractor.exportContours()
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#Exporter().export(frames,os.path.join(os.path.dirname(__file__), "./short.mp4"))
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#Exporter().export(frames,os.path.join(os.path.dirname(__file__), "./short.mp4"))
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contours = contourExtractor.getextractedContours()
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contours = contourExtractor.getextractedContours()
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layerFactory = LayerFactory(contourExtractor.extractedContours)
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layerFactory = LayerFactory(contours)
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Exporter().exportLayers(layerFactory.layers, os.path.join(os.path.dirname(__file__), "./short.mp4"))
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Exporter().exportLayers(layerFactory.layers, os.path.join(os.path.dirname(__file__), "./short.mp4"))
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def init():
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def init():
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