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Draw no loops in OpenCV
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#!/usr/bin/env python | |
''' | |
Draw no loops in OpenCV | |
Usage: | |
------ | |
dnl.py [<video source>] | |
Keys: | |
----- | |
ESC - exit | |
''' | |
import sys | |
import numpy as np | |
import cv2 | |
from functools import reduce | |
class DrawNoLoops: | |
def __init__(self): | |
self.frame = None | |
self.font = cv2.FONT_HERSHEY_SIMPLEX | |
def draw_points(self, tmp, xy): | |
# Method for drawing points | |
cv2.drawMarker(self.frame, np.int32(xy), (0,255,0), 1, 15, 1, 8) | |
cv2.putText(frame, str(xy[0])+':'+str(xy[1]), np.int32(xy), self.font, 0.3, (255,0,0), 1) | |
def draw_frame(self, frame, points): | |
# Method based on the reduce function | |
self.frame = frame | |
reduce(self.draw_points, points) | |
if __name__ == '__main__': | |
print(__doc__) | |
import sys | |
try: | |
video_src = sys.argv[1] | |
except: | |
video_src = 0 | |
cap = cv2.VideoCapture(video_src) | |
window_name = 'DrawNoloops' | |
cv2.namedWindow(window_name, cv2.WINDOW_GUI_NORMAL | cv2.WINDOW_AUTOSIZE) | |
cv2.setWindowTitle(window_name, window_name) | |
detector = cv2.FastFeatureDetector_create(threshold=10, nonmaxSuppression=True) | |
dnl = DrawNoLoops() | |
while True: | |
src, frame = cap.read() | |
if frame is None: | |
break | |
kp = detector.detect(frame, None) | |
points = cv2.KeyPoint_convert(kp) | |
dnl.draw_frame(frame, points) | |
# # The old loop method | |
# for xy in points: | |
# cv2.drawMarker(frame, np.int32(xy), (0,255,0), 1, 15, 1, 8) | |
# cv2.putText(frame, str(xy[0])+':'+str(xy[1]), np.int32(xy), cv2.FONT_HERSHEY_SIMPLEX, 0.3, (255,0,0), 1) | |
cv2.imshow(window_name, frame) | |
ch = cv2.waitKey(1) | |
if ch == 27: | |
break | |
cap.release() | |
cv2.destroyAllWindows() | |
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class ReduceDraw: | |
""" | |
Class for drawing many objects without loops | |
""" | |
__slots__ = ['frame_tmp','color', 'size', 'font'] | |
def __init__(self, color = (0, 0, 255), size = 10): | |
self.frame_tmp = None | |
self.color = color | |
self.size = size | |
self.font = cv2.FONT_HERSHEY_SIMPLEX | |
def _draw_markers(self, tmp, pt): | |
""" Method that the reduce function is called """ | |
cv2.drawMarker(self.frame_tmp, | |
tuple(map(np.int32, pt)), | |
self.color, 1, self.size, 1, 8) | |
def draw_markers(self, frame, kp): | |
""" Method for draw key points """ | |
self.frame_tmp = frame | |
reduce(self._draw_markers, [pt for pt in cv2.KeyPoint_convert(kp)]) | |
def _draw_descriptors(self, tmp, kp): | |
# if kp.response>0.00001: | |
p2x = kp.pt[0] + kp.size * np.cos(kp.angle * np.pi / 180.0) | |
p2y = kp.pt[1] + kp.size * np.sin(kp.angle * np.pi / 180.0) | |
cv2.line(self.frame_tmp, np.int32(kp.pt), tuple(map(np.int32, kp.pt)), cc.red, 1) | |
cv2.circle(self.frame_tmp, np.int32(kp.pt), np.int32(kp.size), cc.green, 1) | |
cv2.putText(self.frame_tmp, str(kp.class_id), np.int32(kp.pt), self.font , 0.3, cc.yellow, 1) | |
def draw_descriptors(self, frame, kp): | |
""" Draw info by descriptors (kp - KeyPoint, des - Detector) """ | |
self.frame_tmp = frame | |
reduce(self._draw_descriptors, [pt for pt in kp]) | |
def set_color(self, color): | |
self.color = color | |
def set_size(self, size): | |
self.size = size | |
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