i am using opencv2 and python on raspberry pi. and i am new with python and opencv. i tried to read a jpeg image and display image it shows the following error:
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I am also getting a similar error, so instead of opening a new question, I thought maybe it would be a good idea to gather it all here since there's already some helpful answers...
My code (textbook code to open a video using OpenCV in Python):
import cv2 as cv
import os
path = 'C:/Users/username/Google Drive/Master/THESIS/uva_nemo_db/videos/'
os.chdir(path)
video_file = '001_deliberate_smile_2.mp4'
cap = cv.VideoCapture(video_file)
if not cap.isOpened():
print("Error opening Video File.")
while True:
# Capture frame-by-frame
ret, frame = cap.read()
cv.imshow('frame',frame)
if cv.waitKey(1) & 0xFF == ord('q'):
break
# if frame is read correctly, ret is True
if not ret:
print("Can't retrieve frame - stream may have ended. Exiting..")
break
# When everything done, release the capture
cap.release()
cv.destroyAllWindows()
The reason why I am dumbfounded is that I am getting the same error - BUT - the video is actually played... When running the code the Python interpreter opens up an instance of Python running the video. Once the video ends, it breaks out of the loop, closes the video and throws the error:
Traceback (most recent call last): File "C:/Users/username/Documents/smile-main/video-testing.py", line 24, in cv.imshow('frame',frame) cv2.error: OpenCV(4.4.0) C:\Users\appveyor\AppData\Local\Temp\1\pip-req-build-wwma2wne\opencv\modules\highgui\src\window.cpp:376: error: (-215:Assertion failed) size.width>0 && size.height>0 in function 'cv::imshow'
I'd appreciate any input!
**
EDIT: How I fixed my error!
**
I encased my code in a try/except like this:
# Import required libraries
import cv2 as cv
import os
path = 'C:/Users/username/Google Drive/Master/THESIS/uva_nemo_db/videos/'
# test_path = 'C:/Users/username/Downloads'
os.chdir(path)
os.getcwd()
video_file = '001_deliberate_smile_2.mp4'
cap = cv.VideoCapture(video_file) #cap for "Video Capture Object"
if not cap.isOpened():
print("Error opening Video File.")
try:
while True:
# Capture frame-by-frame
ret, frame = cap.read()
cv.imshow('frame',frame)
if cv.waitKey(1) & 0xFF == ord('q'):
break
# if frame is read correctly, ret is True
if not ret:
print("Can't retrieve frame - stream may have ended. Exiting..")
break
except:
print("Video has ended.")
# When everything done, release the capture
cap.release()
cv.destroyAllWindows()
I'd still appreciate any input on why this error popped up even though the video played fine, and why the try/except eliminated it.
Thank you!
In my case, I had forgotten to change the working directory of my terminal to that of my code+testImage. Hence, it failed to find the image there.
Finally, this is what worked for me:
I saved the image and Python file on Desktop. I changed my cmd directory to it,
cd Desktop
And then checked for my file:
ls
And this was my code that worked:
import cv2
import numpy as np
im = cv2.imread('unnamed.jpg')
#Display the image
cv2.imshow('im',im)
cv2.waitKey(2000) #Milliseconds
One of the reasons, this error is caused is when there is no file at the path specified. So, a good practice will be to verify the path like this ( If you are on a linux based machine ):
ls <path-provided-in-imread-function>
You will get an error if the path is incorrect or the file is missing.
The image fails to load (probably because you forgot the leading /
in the path). imread
then returns None. Passing None
to imshow
causes it to try to create a window of size 0x0, which fails.
The poor error handling in cv
probably owes to its quite thin wrapper layer on the C++ implementation (where returning NULL on error is a common practice).