I have have not yet had time to read this latest paper by Microsoft Research on computer vision, but it addresses a very challenging issue: Unknown object detection.
Humans are still much better at unknown object detection and inference than the best current computer vision models. In many circumstances, humans can quickly ascertain with their eyes whether an unknown object is e.g. potentially dangerous, moving in which direction, biological or physical. Sounds matter too.
Credits: https://deepai.org
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