The bots can operate in situations that are confusing to most other robots.
Toyota’s newly-developed robot can take selfies and record how it does tasks reception .
These new capabilities are designed to amplify, not replace, human abilities, says Max Bajracharya, VP, Robotics at Toyota Research Institute (TRI).
The bots can operate in situations that are confusing to most other robots. for instance , TRI notes that transparent or reflective items found reception confuse robots. They get fooled by a glass table, shiny toaster or transparent cup as most robots are programmed to react to the objects ahead of them without considering the context.
To overcome this, TRI is training it’s robots to perceive the scene in 3D while also enabling it to detect objects and surfaces. Researchers are using large amounts of synthetic data to coach the system to find out quickly from past failures.
Using synthetic data also diminishes the necessity for time consuming, expensive, or impractical data collection and labeling, researchers reckon.