Mahotas
URL: http://luispedro.org/software/mahotas/
Another package for image processing is Mahotas, including better and more complex image processing techniques that can help achieve better accuracy, although they may come at a high computational cost. However, many image processing tasks are good candidates for parallelization. More techniques on image classification can be found in the research literature, with this survey paper as a good start: http://ijarcce.com/upload/january/22-A%20Survey%20on%20Image%20Classification.pdf.
Other image datasets are available at http://rodrigob.github.io/are_we_there_yet/build/classification_datasets_results.html.
There are many datasets of images available from a number of academic and industry-based ...
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