Abstract: This article presents a comprehensive comparison of deep learning models — ResNet50, ResNet101, and CLIP — in the context of an applied geology problem: automated mineral classification ...
Computer vision teams face an uncomfortable reality. Even as annotation costs continue to rise, research consistently shows that teams annotate far more data than they actually need. Sometimes teams ...
Abstract: Early warning zones (EWZs) are pivotal for future crowd management in smart cities, leveraging computer vision to transform dynamic environments into controllable cyber-physical systems.