The trained model (mnist_cnn.pt, 99.66% test accuracy) is included, so no training is needed — just install and run.
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Abstract: Including Artificial Neural Networks in embedded systems at the edge allows applications to exploit Artificial Intelligence capabilities directly within devices operating at the network ...