Apple Silicon Macs, including those with M1, M2, M3 or M4 chips, have introduced some compatibility issues with certain libraries and tools. One common issue is the libmagic library, which is essential for the python-magic package used to determine file types. If you’re encountering issues like ImportError: failed to find libmagic, follow this detailed guide…
In machine learning tasks involving image data, it’s crucial to split your dataset into separate test, training, and validation sets. This splitting ensures that your model is trained on one set of data, evaluated on a different set (validation), and finally tested on a completely unseen set of data (test). Manually splitting large image datasets…
In Python development, virtual environments are isolated Python environments that allow you to manage dependencies and packages separately for each project. This is particularly useful when working with multiple projects that have different package requirements or when you need to test your code against different Python versions. However, sometimes you may encounter issues while setting…