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FPGAs Accelerate Deep Learning

Deep neural networks conquer image processing

Deep Learning is overtaking more and more tasks from classical algorithm-based image processing as the approach leads to better image processing results, even today, across industries in many applications. This two-part article illustrates state-of-the-art technologies for processing images and video as 2D and 3D data, as well as the resulting image processing applications for which deep neural networks such as CNNs (Convolutional Neural Networks) are especially well suited.

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