提交 927b5c88 编写于 作者: A Alexander Mordvintsev

python cv2:

simple video capture and synth framework stub
edge detection sample
上级 19de695a
import cv2, cv
import video
import sys
try: fn = sys.argv[1]
except: fn = 'synth:bg=../cpp/lena.jpg:noise=0.1'
def nothing(*arg):
pass
cv2.namedWindow('edge')
cv.CreateTrackbar('thrs1', 'edge', 2000, 5000, nothing)
cv.CreateTrackbar('thrs2', 'edge', 4000, 5000, nothing)
cap = video.create_capture(fn)
while True:
flag, img = cap.read()
gray = cv2.cvtColor(img, cv.CV_BGR2GRAY)
thrs1 = cv2.getTrackbarPos('thrs1', 'edge')
thrs2 = cv2.getTrackbarPos('thrs2', 'edge')
edge = cv2.canny(gray, thrs1, thrs2, apertureSize=5)
vis = img.copy()
vis /= 2
vis[edge != 0] = (0, 255, 0)
cv2.imshow('edge', vis)
ch = cv2.waitKey(5)
if ch == 27:
break
import numpy as np
import cv2
class VideoSynth(object):
def __init__(self, size=None, noise=0.0, bg = None, **params):
self.bg = None
self.frame_size = (640, 480)
if bg is not None:
self.bg = cv2.imread(bg, 1)
h, w = self.bg.shape[:2]
self.frame_size = (w, h)
if size is not None:
w, h = map(int, size.split('x'))
self.frame_size = (w, h)
self.bg = cv2.resize(bg, self.frame_size)
self.noise = float(noise)
def read(self, dst=None):
w, h = self.frame_size
buf = np.zeros((h, w, 3), np.uint8)
if self.bg is not None:
buf[:] = self.bg
if self.noise > 0.0:
noise = np.random.normal(scale = 255*self.noise, size=(h, w, 3))
buf = cv2.add(buf, noise, dtype=cv2.CV_8UC3)
return True, buf
def create_capture(source):
'''
source: <int> or '<int>' or '<filename>' or 'synth:<params>'
'''
try: source = int(source)
except ValueError: pass
else:
return cv2.VideoCapture(source)
source = str(source).strip()
if source.startswith('synth'):
ss = filter(None, source.split(':'))
params = dict( s.split('=') for s in ss[1:] )
return VideoSynth(**params)
return cv2.VideoCapture(source)
if __name__ == '__main__':
import sys
try: fn = sys.argv[1]
except: fn = 'synth:bg=../cpp/lena.jpg:noise=0.1'
cap = create_capture(fn)
while True:
ret, img = cap.read()
cv2.imshow('img', img)
ch = cv2.waitKey(1)
if ch == 27:
break
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