IEEE

Low-Cost FPGA-Enhanced CNN Accelerator for Real-Time YOLO Object Detection and Classification

Abstract: This work presents a low-cost FPGA-based accelerator for real-time object detection and classification using a compressed YOLOv3-Tiny model. Existing FPGA-based CNN accelerators excel in one ...
IEEE

DMSDA-YOLO: Dynamic Multiscale Dilated Attention for Remote Sensing Object Detection

Abstract: It is an extremely challenging task to detect multiscale targets (especially small objects) in remote sensing (RS) images with complex backgrounds. This letter develops a novel RS object ...