'OpenCV camera Issue, Empty image
to learn more about machine learning I am trying to teach my "App" to recognise the difference between multiple soda brands. there for I want to use my camera in my laptop to capture some pictures, but I am getting this error message :
error: OpenCV(4.5.5) /Users/runner/work/opencv-python/opencv-python/opencv/modules/imgcodecs/src/loadsave.cpp:801: error: (-215:Assertion failed) !_img.empty() in function 'imwrite'
The camera opens up and works, but it gets stuck after a 2 seconds. (working on a MacBook Pro )
import cv2
import os
import time
import uuid
IMAGES_PATH = 'TensorFlow/workspace/images/collectedimages'
labels = ['Sprite','Coca-Cola','Fanta','Pepsi','Redbull']
number_imgs = 15
for label in labels:
!mkdir { 'Tensorflow\workspace\images\collectedimages\\'+ label}
cap = cv2.VideoCapture(0)
assert cap.isOpened()
print('collecting images for {}'.format(label))
time.sleep(5)
for imgnum in range(number_imgs):
ret, frame = cap.read()
imagename = os.path.join(IMAGES_PATH, label, label+'.'+'{}.jpg'.format(str(uuid.uuid1())))
cv2.imwrite(imagename, frame)
cv2.imshow('frame', frame)
time.sleep(2)
if cv2.waitKey(1) and 0xFF == ord('q'):
break
cap.release()
Sources
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Source: Stack Overflow
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