Commit example for bounding box selection
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import cv2
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class BoundingBoxWidget(object):
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def __init__(self):
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self.original_image = cv2.imread('1.jpg')
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self.clone = self.original_image.copy()
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cv2.namedWindow('image')
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cv2.setMouseCallback('image', self.extract_coordinates)
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# Bounding box reference points
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self.image_coordinates = []
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def extract_coordinates(self, event, x, y, flags, parameters):
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# Record starting (x,y) coordinates on left mouse button click
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if event == cv2.EVENT_LBUTTONDOWN:
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self.image_coordinates = [(x,y)]
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# Record ending (x,y) coordintes on left mouse button release
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elif event == cv2.EVENT_LBUTTONUP:
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self.image_coordinates.append((x,y))
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print('top left: {}, bottom right: {}'.format(self.image_coordinates[0], self.image_coordinates[1]))
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print('x,y,w,h : ({}, {}, {}, {})'.format(self.image_coordinates[0][0], self.image_coordinates[0][1], self.image_coordinates[1][0] - self.image_coordinates[0][0], self.image_coordinates[1][1] - self.image_coordinates[0][1]))
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# Draw rectangle
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cv2.rectangle(self.clone, self.image_coordinates[0], self.image_coordinates[1], (36,255,12), 2)
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cv2.imshow("image", self.clone)
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# Clear drawing boxes on right mouse button click
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elif event == cv2.EVENT_RBUTTONDOWN:
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self.clone = self.original_image.copy()
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def show_image(self):
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return self.clone
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if __name__ == '__main__':
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boundingbox_widget = BoundingBoxWidget()
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while True:
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cv2.imshow('image', boundingbox_widget.show_image())
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key = cv2.waitKey(1)
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# Close program with keyboard 'q'
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if key == ord('q'):
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cv2.destroyAllWindows()
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exit(1)
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