Optimized Convolutional Neural Network architecture for UAV navigation within unstructured trail

Flying within highly unstructured and unknown environments performs a big confrontation for general understanding of the view on-board a future platform for unmanned aerial vehicles (UAV) technology. In this work, an approach for automatic trail management within forest trail environment is presented. Our proposed approach generalizes successfully with high image resolutions allowing the UAV to ma...