!pip opencv-python taking forerver

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I am working on a computer vision project and I'll need to install the cv2 into my python environment. However, while installing the !pip install opencv-python, I kept getting stuck here:

>jupyter) (1.2.3
Downloading install-1.3.5-py3-none-any.whl (3.2 kB)
Downloading webcolors-1.13-py3-none-any.whl (14 kB)
Downloading fqdn-1.5.1-py3-none-any.whl (9.1 kB)
Downloading isoduration-20.11.0-py3-none-any.whl (11 kB)
Downloading uri_template-1.3.0-py3-none-any.whl (11 kB)
Building wheels for collected packages: opencv-python
  Building wheel for opencv-python (pyproject.toml) ..

enter image description hereI am working on a computer vision project and need to install the cv2 into my python environment. However, when installing !pip install opencv-python, I encountered a persistent issue.

I tried using Gemini to solve the problem, and I was advised to follow these steps

Troubleshooting Steps:

Monitor Progress: Let it continue for a reasonable time (larger packages can take upwards of 30 minutes). Look for informative messages or errors in the installation log.

Reinstall (if necessary): After troubleshooting, attempt a fresh installation. Use pip install --no-cache-dir opencv-python to avoid cached files. Consider a specific wheel file if available.

I have waited for more than 30 minutes and have also attempted the pip install --no-cache-dir opencv-python command, but I have yet to receive any positive feedback.

I keep getting stuck at Building wheel for opencv-python...

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