Accelerating Convolutional Neural Networks on Raspberry Pi

This article was written by Koustubh. Unless you have been living under the rock, you must have heard of the revolution that deep learning and convolutional neural networks have brought in computer vision. Computers have achieved near-human level accuracy for most of the tasks. This problem gets worse for an application like object detection where multiple windows at different locations and scale need to be processed. Models that achieve state of the art accuracy are too large to fit into mobile devices or small devices like Raspberry Pi.