Visual Object Intelligence
I think robots that have vision and manipulation as good as humans is a huge milestone that will happen in the next decade and is being underestimated.
I think grasping is going to be a solved problem in the next 10 years. It’s turned out to be an incredibly difficult problem, probably in part because we’re starting to solve it with machine vision, so (that means) machine vision did have to come first.
Static 2D color images and 3D depth maps alone are insufficient inputs for neural networks to model the complexities of objects. Our imaging pathway acquires and constructs more than 7 fundamental dimensions of information, dramatically reducing the quantum of data for learning.
Our insights into the manual labor and automation market and the cutting edge advances in robotics.