(RoboVac) Building a home robot to autonomously clean our house
Summary
A DIY project builds a camera-only robot vacuum under $300 using off-the-shelf parts, streaming frames to a laptop for ML-based navigation via behavioral cloning. The article covers data collection, model training, observed pitfalls, and future improvements, illustrating practical challenges of vision-based robotics on a tight budget.