Build Your Own Image Similarity Model – Microsoft Machine Learning Server

"The Image Similarity with SQL Server solution on the Azure AI Gallery demonstrates how to apply transfer learning, incorporating a pre-trained deep neural network (DNN) model (trained on ImageNet) to the problem of finding images that are similar to a target image."