所以我试图为光流实现这个代码 但是当我尝试调用cv2.imshow(' frame',img)时,我得到一个错误,因为img,frame和mask都是" None"。
任何人都可以帮我理解问题所在吗?
这是我的代码:
import cv2
import numpy as np
feature_params = dict( maxCorners = 100,
qualityLevel = 0.3,
minDistance = 7,
blockSize = 7 )
lk_params = dict( winSize = (15,15),
maxLevel = 2,
criteria = (cv2.TERM_CRITERIA_EPS | cv2.TERM_CRITERIA_COUNT, 10, 0.03))
color = np.random.randint(0,255,(100,3))
cap = cv2.VideoCapture(0)
while( cap.isOpened() ) :
ret,old_frame = cap.read()
old_gray = cv2.cvtColor(old_frame, cv2.COLOR_BGR2GRAY)
p0 = cv2.goodFeaturesToTrack(old_gray, mask = None, **feature_params)
k = cv2.waitKey(30) & 0xff
if k == 27:
break
mask = np.zeros_like(old_frame)
while (1):
ret,frame = cap.read()
frame_gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
p1, st, err = cv2.calcOpticalFlowPyrLK(old_gray, frame_gray, p0, None, **lk_params)
good_new = p1[st==1]
good_old = p0[st==1]
for i,(new,old) in enumerate(zip(good_new,good_old)):
a,b = new.ravel()
c,d = old.ravel()
mask = cv2.line(mask, (a,b),(c,d), color[i].tolist(), 2)
frame = cv2.circle(frame,(a,b),5,color[i].tolist(),-1)
img = cv2.add(frame,mask)
cv2.imshow('frame',img)
k = cv2.waitKey(30) & 0xff
old_gray = frame_gray.copy()
p0 = good_new.reshape(-1,1,2)
cv2.destroyAllWindows()
cap.release()
答案 0 :(得分:3)
你有
mask = cv2.line(...)
frame = cv2.circle(...)
但是cv2.line和cv2.circle返回None。