REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs

Caiwen Ding, Shuo Wang, Ning Liu +3

Deep neural networks (DNNs), as the basis of object detection, will play a key role in the development of future autonomous systems with full autonomy. The autonomous systems have…