Research on Object Detection Algorithm Based on UVA Aerial Image

In this paper a new object detection network is proposed to process UVA aerial images. The detection network based on single-stage object detection algorithm, and reduces the calculation of the network through cross phase partial connection modules. Resource consumption makes the network lighter, through multi-scale feature fusion, the ability to detect small objects of the network we proposed is improved.