Shun-Kang Xu

A lightweight transformer-based real-time object detection method for edge devices

Achieving high-accuracy, low-latency real-time object detection on resource-constrained edge devices is a core challenge in computer vision. Existing Transformer-based detectors are accurate, but their large parameter counts and computational cost hinder direct edge deployment. This paper proposes LT-Det, a lightweight...