IEEE

YOLO-MSLite: Lightweight Multispectral Object Detection Algorithm With Feature Channel-Wise Knowledge Distillation for Autonomous Vehicles

Abstract: The assisted driving system is a key strategy for promoting the growth of science and technology since it improves the driving experience, ensures stable vehicle operation, and protects the ...
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 ...