Nature

Optimization of deep learning-based faster R-CNN network for vehicle detection

Object detection is a critical task in computer vision, involving the identification and localization of objects within an image 1. Object detection algorithms typically extract meaningful results ...
Nature

Leveraging assistive technology for visually impaired people through optimal deep transfer learning based object detection model

Visual impairment, such as blindness, can have a profound impact on an individual’s cognitive and psychological functioning. Therefore, the use of assistive techniques can help alleviate the adverse ...