Nature

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

Optimizing hyperparameters in object detection models is critical for enhancing performance, particularly in domain-specific tasks such as vehicle detection. This research systematically investigates ...
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 ...