def Video():
cap = cv2.VideoCapture(0)
while not cap.isOpened():
cap = cv2.VideoCapture(0)
cv2.waitKey(1000)
label = ''
cntr = 1
while True:
flag, frame = cap.read()
if flag:
frame = cv2.flip(frame, 1)
cv2.rectangle(frame, (400, 100), (600, 300), (255, 0, 0), 2)
annotated_frame = write_text(frame, label)
cv2.imshow('input', annotated_frame)
#cv2.imshow('input',frame[100:300,400:600])
else:
cv2.waitKey(1000)
k = cv2.waitKey(5)
if k == 27:
break
elif k == ord('c'):
start = timeit.default_timer()
#o_frame = trancsform(frame[100:300,400:600])
label = predict_label_svm(frame[100:300, 400:600])
print(label)
stop = timeit.default_timer()
rt = stop - start
print('Time: ', rt)
#cv2.imshow('output',o_frame)
elif k == ord('s'):
cv2.imwrite('images/' + str(cntr) + '.jpg', frame[100:300,
400:600])
cntr += 1
def Video():
capture = cv2.VideoCapture(0)
while not capure.isOpened():
capture = cv2.VideoCapture(0)
cv2.waitKey(1000)
label = ''
cntr = 1
while not False:
flag = capture.read()
frame = capture.read()
if flag is not None:
try:
frame = cv2.flip(frame, 1)
cv2.rectangle(frame, (400, 100), (600, 300), (255, 0, 0), 2)
annotated_frame = write_text(frame, label)
cv2.imshow('input', annotated_frame)
except:
print('Something went wrong')
#cv2.imshow('input',frame[100:300,400:600])
else:
cv2.waitKey(800)
key = cv2.waitKey(5)
if key == 27:
#Escape key pressed
break
elif key == 99 or key == ord('c'):
#o_frame = transform(frame[100:300,400:600])
label = predict_label_svm(frame[100:300, 400:600])
print(label)
#cv2.imshow('output',o_frame)
elif key == ord('s'):
cv2.imwrite('images/' + str(cntr) + '.jpg', frame[100:300,
400:600])
cntr += 1
def Image(path):
frame = cv2.imread(path)
o_frame = transform(frame)
label = predict_label_svm(frame)
annotated_img = write_text(frame, label)
print(label)
cv2.imshow('input', annotated_img)
cv2.imshow('output', o_frame)
cv2.waitKey(0)
def Video():
# code for sentence
word = ' '
cap = cv2.VideoCapture(0)
while not cap.isOpened():
cap = cv2.VideoCapture(0)
cv2.waitKey(1000)
label = ''
blank = ''
cntr = 1
while True:
flag, frame = cap.read()
# label = predict_label_svm(frame[100:300,400:600])
if flag:
frame = cv2.flip(frame, 1)
cv2.rectangle(frame, (400, 100), (600, 300), (255, 0, 0), 2)
annotated_frame = write_text(frame, blank)
cv2.imshow('input', annotated_frame)
else:
cv2.waitKey(1000)
k = cv2.waitKey(5)
# tab breaks the flow -> text+audio
if k == 27:
return word
break
elif k == 9:
label = predict_label_svm(frame[100:300, 400:600])
word = word + label
elif k == ord('s'):
cv2.imwrite('images/' + str(cntr) + '.jpg', frame[100:300,
400:600])
cntr += 1
# adding a space with enter
elif k == 13:
label = " "
word = word + label