Empowering Machine Vision Systems with AI Driven Edge Learning Technology

ARC Advisory Group’s recent research on Machine Vision Systems reveals that edge learning is a new and promising AI-driven technology that can overcome the limitations of deep learning and rule-based machine vision solutions and offer many benefits for various applications and domains. Edge learning can enable machines to learn from local data and perform machine vision tasks at the edge of the network, without relying on centralized servers or cloud platforms. It reduces latency, enhances privacy and security, provides flexibility and scalability, and enables offline capabilities, making it a compelling choice for organizations seeking to leverage the power of machine vision technology.

"Machine vision systems are getting smarter and easier to use with the integration of artificial intelligence (AI). AI is paving the way for simplified products and improved user experience. It supports machine vision to make the right decision in inspection. Machine vision systems enhanced with AI technology can offer specific advantages over traditional machine vision for companies that are seeking accurate, repeatable results but have little machine vision experience and limited resources for highly trained engineers,” according to Anju Ajaykumar, Senior Analyst and key author of ARC's Machine Vision Systems Market Research.

Machine Vision Market Trends

In addition to providing detailed competitive market share data, the research also addresses key market trends as follows:

  • Li-on Battery Production 
  • Robotics
  • Embedded Vision 
  • 3D Imaging
  • Cloud-based Machine Vision 
  • Deep Learning
  • Machine Vision with AI-driven Edge Technology
  • Indoor Farming

Leading Suppliers to the Machine Vision Market Identified

In addition to providing specific market data and industry trends, this ARC market research also identifies and positions the leading suppliers to this market and provides and summarizes their relevant offerings. An alphabetical list of key suppliers covered in this analysis includes: Atlas, Copco, Cognex, Keyence, SICK, TKH.

About the Machine Vision Research

Machine VisionThe Machine Vision Systems research explores the current and future market performance and related technology and business trends and identifies leading technology suppliers. This new research is based on ARC’s industry-leading market research database, extensive primary and secondary research, and proprietary economic modelling techniques. The research includes competitive analysis, ive-year market forecasts, and five years of historical analysis. The research segmentation includes Machinery by Segment, Industry, Customer Type, World Region, Sales Channel, Hardware by Type, Revenue Category, Application, Dimension, Overall Scope, Intelligence. Up to 5 year(s) of historical analysis is available.

This new research is available in a variety of formats to meet the specific research and budgetary requirements of a wide variety of organizations. ARC's Market Data Service (MDS) is an annual subscription service that provides a unique online environment to each customer, together with all the necessary user interface apps and datasets. MDS unlocks the full benefits of ARC’s time-tested market intelligence by leveraging the latest analytical tools and technologies to allow you to make more actionable, real-time business decisions. Interactive access to ARC’s qualitative analysis is displayed in context with up-to-date market data, allowing clients to develop customized views of the market to best suit their needs.  ARC continues to offer our traditional static Market Reports as a PDF.

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