Image Similarity Search

Major search engines like Google already give users the option to search by image. Additionally, e-commerce platforms have realized the benefits this functionality offers online shoppers, with Amazon incorporating image search into its smartphone applications.


Milvus, the open-source vector database, makes it possible for any business to create their own reverse image search system, lowering the barriers to entry for this increasingly in-demand feature. You can use pre-trained AI models to convert your own image datasets into vectors, and then leverage Milvus to enable searching for similar products by image.

image_search


Try out the demo or visit the github repo to learn how to build a reverse image search system using Milvus paired with YOLOv3 for object detection and ResNet-50 for feature extraction.

image_search_demo


You can also learn more about how to use Milvus to build other systems for various application scenarios in our bootcamp repo on Github.

Is this page helpful?
Scored Successfully!