July 2018
Beginner to intermediate
406 pages
9h 55m
English
book
Building Machine Learning Systems with Python - Third Edition
by Luis Pedro Coelho, Willi Richert, Matthieu Brucher
Content preview from Building Machine Learning Systems with Python - Third Edition
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In order to manipulate images, we will use a package called mahotas. You can obtain mahotas through anaconda and read its manual at https://mahotas.readthedocs.io. Mahotas is an open source package (it has an MIT license, so it can be used in any project) and was developed by one of the authors of this book. It is based on NumPy. Thus, the NumPy knowledge you have acquired so far can be used for image processing. There are other image packages, such as scikit-image (skimage), the n-dimensional image (ndimage) module in SciPy, and the Python bindings for OpenCV. All of these work natively with NumPy arrays, so you can even mix and match functionality from different packages to build a combined pipeline.
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