Ken Mai

Towards Specialized Hardware for Learning-based Visual Odometry on the Edge

Learning-based visual odometry (VO) has gained increasing popularity in autonomous navigation of small robots. However, most methods in the category require computation resources not normally available on edge systems. We contend that specialized hardware accelerators are ideal solutions to this pro…