2381/11439024.v1 B Xu B Xu N Li N Li H Zhu H Zhu Z Xu Z Xu Huiyu Zhou Huiyu Zhou Pedestrian detection by drones University of Leicester 2020 Uncategorised value 2020-03-25 15:31:32 Journal contribution https://figshare.le.ac.uk/articles/journal_contribution/Pedestrian_detection_by_drones/11439024 <p>The autonomous detection of UAV on ground targets is a crucial issue in intelligent cruise. In recent years,with the</p><p>rise of deep learning,convolutional neural networks have been tried to apply in the field of target recognition. This paper designs a</p><p>light-weight convolution neural network model suitable for tiny target detection under UAV. Using UAV real shot samples in the</p><p>NVIDIA-1080ti platform for verification,the processing speed is up to 82 frames / second.</p>