In Part 2 of Embedded Machine Learning, I speak about one important technique to prune a neural network and perform inference on small devices. Such technique helps preserving most of the accuracy with a model orders of magnitude smaller.

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References 1. The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks