Abstract: In the wake of disasters, rapid and efficient search and rescue operations are essential. Uncrewed aerial vehicles (UAVs) have become instrumental in such scenarios, providing real-time ...

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind Adadelta, why it was introduced as an improvement over Adagrad, and guides you ...

Learn how to implement the Nadam optimizer from scratch in Python. This tutorial walks you through the math behind Nadam, explains how it builds on Adam with Nesterov momentum, and shows you how to ...

Abstract: This paper presents a novel approach for 3D human avatar reconstruction from monocular RGB videos, overcoming the limitations of existing template-based methods such as BANMo. We introduce a ...