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 10:30pm — No Comments
Added by Kate Shao on August 25, 2020 at 9:21pm — No Comments
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…
Added by Kate Shao on August 12, 2020 at 11:00pm — No Comments
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:
Added by Kate Shao on July 29, 2020 at 10:32pm — No Comments
Milvus aims to achieve efficient similarity search and analytics for massive-scale vectors. A standalone Milvus instance can easily handle vector search for billion-scale vectors. However, for 10 billion, 100 billion, or even larger datasets, a Milvus cluster is needed. The cluster can be used as a standalone instance for upper-level applications and can meet the business needs of low latency, high concurrency for massive-scale data. A Milvus cluster can resend requests, separate reading…Continue
Added by Kate Shao on July 24, 2020 at 9:30pm — No Comments
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
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
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…
Added by Kate Shao on June 17, 2020 at 3:00am — No Comments
Added by Kate Shao on June 8, 2020 at 11:27pm — No Comments
That’s correct. 1 server and 10 lines of code are all you need to search among 1 billion images in a few hundred milliseconds. Its ease of use a few lines of code to handle massive-scale reverse image search. Its superior standalone performance satisfies your need for low-latency, real-time searches. Its support for distributed systems and cloud-native…Continue
Added by Kate Shao on May 26, 2020 at 6:00pm — No Comments
The explosion in unstructured data, such as images, videos, sound records, and text,…Continue
Added by Kate Shao on May 22, 2020 at 11:00pm — No Comments