Recent advances in image-recognition software are being used to challenge that. The social network Pinterest and the online footwear retailer Shoes.com are testing new ways to search or browse using just images rather than text. Both companies have turned to a technique known as deep learning, which has recently enabled software to match humans on some benchmarks for image recognition. The techniq