Products
Zilliz Cloud
Fully-managed vector database service designed for speed, scale and high performance.
Zilliz Cloud vs. Milvus
Milvus
Open-source vector database built for billion-scale vector similarity search.
High-Performance Vector Database Made Serverless.
Pricing
Business Critical Plan
Developers
Documentation
The Zilliz Cloud Developer Hub where you can find all the information to work with Zilliz Cloud
Learn More
Join the Milvus Discord Community
Resources
Blog Guides Research Analyst Reports Webinars
Definitive Guide to Choosing a Vector Database
Customers
By Use CaseRetrieval Augmented Generation View all use cases View by industry View all customer stories
Filevine and Zilliz Cloud: Transforming Legal Case Management with Vector Search

Book a Demo Log in Get Started Free

Your AI Reference Guide
Why a colored image is rarely used in Computer Vision?

Why a colored image is rarely used in Computer Vision?

Why a colored image is rarely used in Computer Vision?

Colored images are less frequently used in traditional computer vision tasks because processing grayscale images reduces computational complexity without significantly impacting performance. Grayscale images contain sufficient information for many tasks, such as edge detection and feature extraction, as color often adds redundant data. However, colored images are essential for tasks where color plays a critical role, such as scene understanding, object classification, and medical imaging. The choice depends on the specific requirements of the task.

Recommended AI Learn Series

Natural Language Processing (NLP) Advanced Guide
Master Video AI
Exploring Vector Database Use Cases
Getting Started with Milvus
AI & Machine Learning
All learn series →

VectorDB for GenAI Apps

Zilliz Cloud is a managed vector database perfect for building GenAI applications.

Try Zilliz Cloud for Free

Share this article

Keep Reading

What is the future of computer vision?

The future of computer vision includes broader adoption across industries, improved algorithms, and enhanced hardware ca

How do relational databases handle full-text search?

Relational databases handle full-text search using specialized indexing techniques that allow for faster and more effici

How to peform OCR on non-document images?

Performing OCR on non-document images involves extracting text from scenes, signs, or objects where traditional OCR migh

AI Assistant