IMAGE SEARCH AND TRAINING SYSTEM

Disclosed herein are system, method, and computer program product embodiments for providing an image search training system. An embodiment operates by determining a query image on which to train an image search system, and a positive image visually similar to the query image. A set of negative images from a plurality of negative images visually dissimilar to the query image are selected, where theselected set of negative images includes both a first negative image and a second negative image. A first similarity measure between the first negative image and the positive image, and a second similarity measure between the second negative image and the positive image are calculated. The first negative image is selected based on the first similarity measure being less than the second similaritymeasure. The query image, the positive image, and the first negative image are provided to the image search system for training. 本文公开了系统、方法和计算机程序产品实施例，其用于提供图像搜索训练系统。实施例通过确定在其上训练图像搜索系统的查询图像以及在视觉上类似于查询图像的积极图像来进行操作。从视觉上不类似于查询图像的