Posted by Neil Houlsby, Research Scientist and Xiaohua Zhai, Research Engineer, Google Research, Zürich Deep learning has revolutionized computer vision, with state-of-the-art deep networks learning useful representations directly from raw pixels, leading to unprecedented performance on many vision tasks. However, learning these representations from scratch typically requires hundreds of thousands of training examples. This burden can be reduced by using pre-trained representations, which have b...