Created
May 25, 2014 13:26
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Grabs frames from webcam and calculates distance to objects
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## program written by Shane Ormonde 7th sept 2013 | |
## updated on 25th January 2014 | |
## calculates the distance of a red dot in the field of view of the webcam. | |
import cv2 | |
from numpy import * | |
import math | |
#variables | |
loop = 1 | |
dot_dist = 0 | |
cv2.namedWindow("preview") | |
vc = cv2.VideoCapture(1) | |
if vc.isOpened(): # try to get the first frame | |
rval, frame = vc.read() | |
else: | |
rval = False | |
#print "failed to open webcam" | |
if rval == 1 : | |
while loop == 1: | |
cv2.imshow("preview", frame) | |
rval, frame = vc.read() | |
key = cv2.waitKey(20) | |
if key == 27: # exit on ESC | |
loop = 0 | |
num = (frame[...,...,2] > 236) | |
xy_val = num.nonzero() | |
y_val = median(xy_val[0]) | |
x_val = median(xy_val[1]) | |
dist = ((x_val - 320)**2 + (y_val - 240)**2 )**0.5 # distance of dot from center pixel | |
dist = abs(x_val - 320) # distance of dot from center x_axis only | |
print " dist from center pixel is " + str(dist) | |
# work out distance using D = h/tan(theta) | |
theta =0.0011450*dist + 0.0154 | |
tan_theta = math.tan(theta) | |
if tan_theta > 0: # bit of error checking | |
obj_dist = int(5.33 / tan_theta) | |
print "\033[12;0H" + "the dot is " + str(obj_dist) + "cm away" | |
elif rval == 0: | |
print " webcam error " | |
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