DEV Community

betpido
betpido

Posted on

SOLVING OPENCV IMAGE INPUT ERROR

The error message input error message " cv2.error: OpenCV(4.4.0) ... error: (-215:Assertion failed) !_src.empty() "

in function 'cv::cvtColor' indicates that there's an issue with the input image (_src). The error is specifically pointing out that the image is empty or invalid.

SOLUTION

  1. Try with an image of a different extension.
    Example, if your input image has .png extension, try another image with the extension .jpg

  2. Check if the Image File Exists:
    Ensure that the image file you are trying to read and process with OpenCV exists in the specified path.

  3. Check error with a simple print statement.
    Example in Python:

image = cv2.imread('your_image_path.jpg')

if image is None:
print("Error: Could not read the image.")
else:
# Continue with further processing...

  1. Check Image Content. It's also possible that the image file is corrupted or in a format that OpenCV cannot handle. Try opening the image with a different viewer to verify its integrity.

AWS Security LIVE!

Join us for AWS Security LIVE!

Discover the future of cloud security. Tune in live for trends, tips, and solutions from AWS and AWS Partners.

Learn More

Top comments (0)

A Workflow Copilot. Tailored to You.

Pieces.app image

Our desktop app, with its intelligent copilot, streamlines coding by generating snippets, extracting code from screenshots, and accelerating problem-solving.

Read the docs