Created
May 7, 2012 16:30
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comparing openCV vs SimpleCV capture performance
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import cv | |
import time | |
tolerance = 2 | |
webcam_stream = cv.CaptureFromCAM(0) | |
print cv.GetCaptureProperty(webcam_stream,cv.CV_CAP_PROP_FPS) | |
print cv.GetCaptureProperty(webcam_stream,cv.CV_CAP_PROP_FRAME_WIDTH) | |
print cv.GetCaptureProperty(webcam_stream,cv.CV_CAP_PROP_FRAME_HEIGHT) | |
start = time.time() | |
images = [] | |
while (time.time()-start)<1: | |
this_image = cv.QueryFrame(webcam_stream) | |
this_image_time = time.time() | |
images.append([this_image,this_image_time]) | |
print(len(images)) | |
i = 0 | |
last_image_time = images[0][1] | |
for j in range(len(images)-1): | |
last_image = images[j][0] | |
this_image = images[j+1][0] | |
diff = cv.CloneImage(this_image) | |
cv.AbsDiff(this_image,last_image,diff) | |
if cv.Avg(diff)>tolerance: | |
i = i + 1 | |
print [i,images[j+1][1]-last_image_time] | |
last_image_time = images[j+1][1] |
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import SimpleCV | |
import numpy | |
import time | |
tolerance = 2 | |
webcam_stream = SimpleCV.Camera(0) | |
print webcam_stream.getAllProperties() | |
start = time.time() | |
images = [] | |
while (time.time()-start)<1: | |
images.append([webcam_stream.getImage(),time.time()]) | |
time.sleep(0.001) | |
print(len(images)) | |
i = 0 | |
last_image_time = images[0][1] | |
for j in range(len(images)-1): | |
image1 = images[j] | |
image2 = images[j+1] | |
diff = (image1[0]-image2[0]) | |
if (numpy.average(diff.getNumpy()))>tolerance: | |
i = i + 1 | |
print [i,image2[1]-last_image_time] | |
last_image_time = image2[1] |
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