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.

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