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Title: Resolving "subprocess-exited-with-error" Error During pip install skimage
When working with Python image processing, you might encounter the need to install the scikit-image library, often abbreviated as skimage. However, some users have reported encountering a common error, specifically the "subprocess-exited-with-error" message, during the installation process. This tutorial will guide you through resolving this issue step by step.
Before we begin, make sure you have the following prerequisites installed:
Python: Ensure you have a working Python installation on your system. You can download it from python.org.
pip: Verify that the package manager pip is installed. You can check this by running the command pip --version.
It's always a good practice to ensure your package manager (pip) and the package installation tools (setuptools) are up to date.
scikit-image has several dependencies that need to be installed. It's possible that the error is related to a missing or outdated dependency. Try installing the dependencies manually before installing skimage:
Now attempt to install scikit-image again:
Consider using a virtual environment to isolate your project's dependencies. This can prevent conflicts with other packages installed globally. Create a virtual environment and activate it:
Then, proceed to install scikit-image within the virtual environment.
Upgrade the setuptools and wheel packages to ensure compatibility with the latest versions:
Ensure that your Python version is compatible with the version of scikit-image you are trying to install. Visit the official scikit-image GitHub repository and check the compatibility section in the documentation.
By following these steps, you should be able to resolve the "subprocess-exited-with-error" issue during the installation of scikit-image. If you encounter any further issues, check the official scikit-image documentation or the GitHub repository for additional troubleshooting information.
Remember to adapt the steps based on your specific operating system and environment.
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