CIFAR10 to Compare Visual Recognition Performance between Deep Neural Networks and Humans

Understand

Visual object recognition plays an essential role in human daily life.

• This ability is so efficient that we can recognize a face or an object seemingly without effort, though they may vary in position, scale, pose, and illumination.
• In the field of computer vision, a large number of studies have been carried out to build a human-like object recognition system.
• Recently, deep neural networks have shown impressive progress in object classification performance, and have been reported to surpass humans.