biped is an AI copilot that guides blind and visually people by analyzing the environment of the user with Computer Vision. In this talk, we give an introduction to the perception pipeline that drives the environmental understanding of the device. Additionally, we will showcase some of the problems we encountered along the way and how we tackled them.