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

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NotMorven/accimage

 
 

accimage

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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

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

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  • Python 11.0%