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high performance image loading and augmenting routines mimicking PIL.Image interface

accimage

Build status Anaconda badge

An accelerated Image loader and preprocessor leveraging Intel IPP.

accimage mimics the PIL API and can be used as a backend for torchvision.

Operations implemented:

  • Image.resize((width, height))
  • Image.crop((left, upper, right, lower))
  • Image.transpose(PIL.Image.FLIP_LEFT_RIGHT)

Enable the torchvision accimage backend with:

torchvision.set_image_backend('accimage')

Installation

accimage is available on conda-forge, simply run the following to install

$ conda install -c conda-forge accimage