ModaHub community: AI native cloud vector database Zilliz Cloud and PyTorch integrated to build image search system

Table of contents

Preparation

prepare data

The main parameters

Set up Zilliz Cloud

insert data

perform search

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In this article, we will demonstrate how to build a simple image search system using Zilliz Cloud. The data set used by this system is the Impressionist-Classifier Dataset provided on Kaggle (Impressionist-Classifier Dataset). In this example, we re-hosted the database on a public Google Drive.

This example requires a 1 CU Zilliz Cloud Cluster, and uses PyTorch's pre-trained ResNet50 model to obtain the vector representation of the specified image.

Now, let's get started!