Subscribe to DSC Newsletter

Kate Shao's Blog (10)

4 Steps to Building a Video Search System

Image for post

As its name suggests, searching for videos by image is the process of retrieving from the repository videos containing similar frames to the input image. One of the key steps is to turn…

Continue

Added by Kate Shao on September 11, 2020 at 10:53pm — No Comments

Smarter Housing Search and Recommendation Powered by Milvus

Image for post

Project Background…

Continue

Added by Kate Shao on August 25, 2020 at 9:21pm — No Comments

The Journey to Optimizing Billion-scale Image Search



Yupoo Picture Manager serves tens of millions of users and manages tens of billions of pictures. As its user gallery is growing larger, Yupoo has an urgent business need for a solution that can quickly locate the image. In other words, when a user inputs an image, the system should find its original…

Continue

Added by Kate Shao on August 12, 2020 at 11:00pm — No Comments

How Milvus Implements Dynamic Data Update and Query

Milvus is an open-source vector similarity search engine powered by approximate nearest neighbor search (ANNS) algorithms such as Faiss, NMSLIB, and Annoy. 

To make a vector search more intuitive and easy to use, we introduced TableFile and metadata in Milvus.

In this article, we will mainly describe how vector data are recorded in the memory of Milvus, and how these records are maintained.

Below are our main design goals:

  1. The efficiency of data…
Continue

Added by Kate Shao on July 29, 2020 at 10:32pm — No Comments

Building an Intelligent QA System With NLP and Milvus

Milvus Project: github.com/milvus-io/milvus

The question answering system is commonly used in the field of natural language processing. It is used to answer questions in the form of natural language and has a wide range of applications. Typical applications include intelligent voice interaction, online customer service,…

Continue

Added by Kate Shao on July 13, 2020 at 11:07pm — No Comments

Building a Deep-Learning-Based Movie Recommender System

With the continuous development of network technology and the ever-expanding scale of e-commerce, the number and variety of goods grow rapidly and users need to spend a lot of time to find the goods they want to buy. This is information overload. To solve this problem, the recommendation system came into being.

The recommendation system is a…

Continue

Added by Kate Shao on July 5, 2020 at 11:30pm — No Comments

Milvus × VGG: Building a Content-based Image Retrieval System

Introduction

When you heard “Search by Image”, did you first think of the reverse image search function by search engines such as Baidu and Google? In fact, you can build your own image search system: build your own picture library; select a picture to search in the library…

Continue

Added by Kate Shao on June 17, 2020 at 3:00am — No Comments

Managing Data in Massive-Scale Vector Search Engine



How data management is done in Milvus…

Continue

Added by Kate Shao on June 8, 2020 at 11:27pm — No Comments

The Easiest Way to Search Among 1 Billion Image Vectors And Why Vector Search Is Important?

Continue

Added by Kate Shao on May 26, 2020 at 6:00pm — No Comments

Milvus: A big leap to scalable AI search engine

The challenge with data search

Continue

Added by Kate Shao on May 22, 2020 at 11:00pm — No Comments

Monthly Archives

2020

Videos

  • Add Videos
  • View All

© 2020   TechTarget, Inc.   Powered by

Badges  |  Report an Issue  |  Privacy Policy  |  Terms of Service

console.log("HostName");