Training Object Detection Deep Neural Networks on Mongrel Images

Anne Harrington, Vasha DuTell, and Ruth Rosenholtz, with collaborators in Bill Freeman’s lab and Toyota Research have a new paper on using mongrels to evaluate and train deep neural networks.

Evaluating Peripheral Vision as an Input Transformation to Understand Object Detection Model Behavior