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Light-YOLOv4: An Edge-Device Oriented Target Detection Method for Remote Sensing Images

Xiaojie Ma, Kefeng Ji, Boli Xiong, Linbin Zhang, Sijia Feng, Gangyao Kuang
2021 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
Moreover, compared with other state-of-the-art methods, such as SSD and FPN, Light-YOLOv4 is more suitable for edge devices.  ...  Finally, to evaluate Light-YOLOv4's performance on edge devices, Light-YOLOv4 is deployed on NVIDIA Jetson TX2.  ...  The first category is to design a Light-YOLOv4: An Edge-Device Oriented Target Detection Method for Remote Sensing Images lightweight model before training, including redesign the backbone network structure  ... 
doi:10.1109/jstars.2021.3120009 fatcat:3v7pbfmkhfaftntjqf74fogycy