Julian Alverio

ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models

We collect a large real-world test set, ObjectNet, for object recognition with controls where object backgrounds, rotations, and imaging viewpoints are random. Most scientific experiments have controls, confounds which are removed from the data, to ensure that subjects cannot perform a task by explo…