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Ryan Loney, Intel: Bringing Deep Learning to Enterprise Applications

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Optimizing the Image Processing Processor

The concept of optimization is very important in the overall application architecture. I do love that use case. Like you mentioned, the cropping, even in one scenario that we worked on for another project, we specifically decided to pixelate the image that we had taken. We knew that we could get the outcome we wanted by even just using a smaller or less having less resolution in our image and therefore as we transferred it from the mobile device, the edge device up into the cloud, we wanted that smaller image just for transfer purposes. And it still, we can get the accuracy we needed by a lot of testing.

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