Any robot vacuum owner can understand my frustration over having to occasionally save my bot from gobbling up a pair of socks, being tripped up by pesky wires, or even getting stuck under furniture.

When we think about machine learning, our minds often jump to datacenters full of sweating, overheating GPUs. However, lighter-weight hardware can also be used to these ends, as demonstrated by ...