End-to-End Deep Learning of Lane Detection and Path Prediction for Real-Time Autonomous Driving

Der-Hau Lee, Jinn-Liang Liu

Inspired by the UNet architecture of semantic image segmentation, we propose a lightweight UNet using depthwise separable convolutions (DSUNet) for end-to-end learning of lane dete…