Ruslan Yermolenko

Predicting High-precision Depth on Low-Precision Devices Using 2D Hilbert Curves

Dense depth prediction deep neural networks (DNN) have achieved impressive results for both monocular and binocular data but they are limited by high computational complexity, restricting their use on low-end devices. For better on-device efficiency and hardware utilization, weights and activations…