from __future__ import print_function import cv2 as cv import argparse max_value = 255 max_value_H = 360//2 low_H = 0 low_S = 0 low_V = 0 high_H = max_value_H high_S = max_value high_V = max_value window_capture_name = 'Video Capture' window_detection_name = 'Object Detection' low_H_name = 'Low H' low_S_name = 'Low S' low_V_name = 'Low V' high_H_name = 'High H' high_S_name = 'High S' high_V_name = 'High V' ## [low] def on_low_H_thresh_trackbar(val): global low_H global high_H low_H = val low_H = min(high_H-1, low_H) cv.setTrackbarPos(low_H_name, window_detection_name, low_H) ## [low] ## [high] def on_high_H_thresh_trackbar(val): global low_H global high_H high_H = val high_H = max(high_H, low_H+1) cv.setTrackbarPos(high_H_name, window_detection_name, high_H) ## [high] def on_low_S_thresh_trackbar(val): global low_S global high_S low_S = val low_S = min(high_S-1, low_S) cv.setTrackbarPos(low_S_name, window_detection_name, low_S) def on_high_S_thresh_trackbar(val): global low_S global high_S high_S = val high_S = max(high_S, low_S+1) cv.setTrackbarPos(high_S_name, window_detection_name, high_S) def on_low_V_thresh_trackbar(val): global low_V global high_V low_V = val low_V = min(high_V-1, low_V) cv.setTrackbarPos(low_V_name, window_detection_name, low_V) def on_high_V_thresh_trackbar(val): global low_V global high_V high_V = val high_V = max(high_V, low_V+1) cv.setTrackbarPos(high_V_name, window_detection_name, high_V) parser = argparse.ArgumentParser(description='Code for Thresholding Operations using inRange tutorial.') parser.add_argument('--camera', help='Camera devide number.', default=0, type=int) args = parser.parse_args() ## [cap] cap = cv.VideoCapture(args.camera) ## [cap] ## [window] cv.namedWindow(window_capture_name) cv.namedWindow(window_detection_name) ## [window] ## [trackbar] cv.createTrackbar(low_H_name, window_detection_name , low_H, max_value_H, on_low_H_thresh_trackbar) cv.createTrackbar(high_H_name, window_detection_name , high_H, max_value_H, on_high_H_thresh_trackbar) cv.createTrackbar(low_S_name, window_detection_name , low_S, max_value, on_low_S_thresh_trackbar) cv.createTrackbar(high_S_name, window_detection_name , high_S, max_value, on_high_S_thresh_trackbar) cv.createTrackbar(low_V_name, window_detection_name , low_V, max_value, on_low_V_thresh_trackbar) cv.createTrackbar(high_V_name, window_detection_name , high_V, max_value, on_high_V_thresh_trackbar) ## [trackbar] while True: ## [while] ret, frame = cap.read() if frame is None: break frame_HSV = cv.cvtColor(frame, cv.COLOR_BGR2HSV) frame_threshold = cv.inRange(frame_HSV, (low_H, low_S, low_V), (high_H, high_S, high_V)) ## [while] ## [show] cv.imshow(window_capture_name, frame) cv.imshow(window_detection_name, frame_threshold) ## [show] key = cv.waitKey(30) if key == ord('q') or key == 27: break