  The thinnest possible camera is achieved by removing all optics, leaving only
the image sensor. We train deep neural networks to perform multi-class
detection and binary classification (with accuracy of 92%) on optics-free
images without the need for anthropocentric image reconstructions. Inferencing
from optics-free images has the potential for enhanced privacy and power
efficiency.
