Tree-Based Unidirectional Neural Networks for Low-Power Computer Vision

Editor’s notes: Convolutional neural networks (CNNs) have paved paths for highaccuracy computer vision. This article presents a tree-based hierarchy of multiple shallow CNNs to enable their low-power implementations for embedded devices. —Muhammad Shafique, New York University Abu Dhabi