针对传统机场及机场内飞机目标的识别方法特征难以设计选取、泛化能力差以及难以实现两种目标同时识别的不足,将深度学习的目标识别YOLO(You only look once)算法应用到机场及机场内飞机目标的识别领域,实现了两种目标的同时识别。在此...针对传统机场及机场内飞机目标的识别方法特征难以设计选取、泛化能力差以及难以实现两种目标同时识别的不足,将深度学习的目标识别YOLO(You only look once)算法应用到机场及机场内飞机目标的识别领域,实现了两种目标的同时识别。在此基础上,为了提高识别速度,提出了一种简化的YOLO网络。实验结果表明:该网络能在精度损失很小的情况下大大缩短预测识别处理时间。展开更多
Smell detection plays an increasingly important role in numerous areas of daily existence,from sniffing out drugs at the airport to identifying diseases.Most of the time dogs trained to hone their sense of smell for t...Smell detection plays an increasingly important role in numerous areas of daily existence,from sniffing out drugs at the airport to identifying diseases.Most of the time dogs trained to hone their sense of smell for these purposes,but even man's best friend can have limited use in some situations.For example,dogs don't always operate well without a handler,they may suffer展开更多
文摘针对传统机场及机场内飞机目标的识别方法特征难以设计选取、泛化能力差以及难以实现两种目标同时识别的不足,将深度学习的目标识别YOLO(You only look once)算法应用到机场及机场内飞机目标的识别领域,实现了两种目标的同时识别。在此基础上,为了提高识别速度,提出了一种简化的YOLO网络。实验结果表明:该网络能在精度损失很小的情况下大大缩短预测识别处理时间。
文摘Smell detection plays an increasingly important role in numerous areas of daily existence,from sniffing out drugs at the airport to identifying diseases.Most of the time dogs trained to hone their sense of smell for these purposes,but even man's best friend can have limited use in some situations.For example,dogs don't always operate well without a handler,they may suffer