Assembly Magazine logo
search
Ask ASSEMBLY AI
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Assembly Magazine logo
  • TRENDS
    • Ask ASSEMBLY AI
    • Trends
    • News
    • New Products
  • INDUSTRIES
    • Aerospace
    • Appliance
    • DFMA Assembly
    • Medical Devices
    • Green Manufacturing
    • Lean Manufacturing
    • Machinery Assembly
    • Electronics Assembly
    • Automotive
  • TECHNOLOGIES
    • Adhesives & Dispensing
    • Assembly Presses
    • Automated Assembly Systems
    • Manufacturing Management
    • Manufacturing Software
    • Motion Control
    • Screwdriving & Riveting
    • Robotics
    • Test & Inspection
    • Plastics & Metal Welding
    • Wire Processing
    • Workstations
  • AUTONOMOUS & ELECTRIC MOBILITY
    • AEM Magazine Archives
    • Autonomy
    • Electrification
    • Mobility Services
    • Assembly & Testing
    • AV/EM News
  • MEDIA
    • Ask ASSEMBLY AI
    • Podcasts
    • Assembly News Now
    • Assembly TV
    • Webinars
    • eBooks
  • EVENTS
    • Calendar
    • The ASSEMBLY Show
  • MORE
    • Exclusives >
      • Plant of the Year
      • Capital Spending
    • Buyers Guide >
      • Supplier Insights
    • Classifieds
    • Featured Products
    • Newsletters
    • Store
    • White Papers
    • Columns
    • Sponsor Insights
  • INFOCENTER
    • Assembly & Test Solutions
  • EMAGAZINE
    • eMagazine
    • Archive Issues
    • Advertise
    • Contact Us
    • Sign Up
TechnologiesAutomated Assembly SystemsTest and Inspection Assembly

See It at the Show

Smart Cameras Leverage AI to Improve Inspection

By John Sprovieri
Hikrobot smart cameras

Hikrobot smart cameras are compact, all-in-one machine vision systems for image acquisition, processing, storage and communication. Artificial intelligence is built into each model. 

Photo courtesy Absolute Gauge Technologies

March 26, 2025

Hikrobot smart cameras from Absolute Gauge Technologies are compact, all-in-one machine vision systems for image acquisition, processing, storage and communication. Applications include defect detection; assembly verification; measurement and gauging; part tracking; robot guidance; presence detection; and sorting objects by color.

Several models are available. Artificial intelligence is built into each model. Engineers have free access to VisionTrain software for advanced model building.

With dimensions no larger than a matchbox (38 by 38 by 19 millimeters), the SC1000 is perfect for embedding into miniaturized machinery. It combines the capabilities of vision detection systems with the simplicity of a sensor. It is ideal for presence detection, rough dimensional measurements, and basic AI-based classification for error-proofing. Resolution ranges from 0.3 to 0.8 megapixels.

The SC2000 combines lighting, image acquisition, processing and communication in one compact design. Built-in algorithms are optimized for presence-absence detection, part number verification, counting and other error-proofing tasks. It has a manual focus with adaptable light sources for various inspection needs. Resolution ranges from 0.4 to 1.6 megapixels.

The SC3000 is for more advanced visual inspection tasks. It includes algorithms for counting, existence, location, logic, dimensional measurements, and recognition. It has deep learning capabilities for defect detection and classification. Deep learning for object detection aids with robot guidance. Focus adjustment is electric. Resolution ranges from 1.6 to 5 megapixels.

Building on the SC3000, the SC3000X is optimized for tight spaces and challenging layouts Its design includes flat and right-angle mounting options to fit seamlessly into existing systems. Triple lighting provides direct lighting for enhanced detail, polarization for glare reduction, and diffuse lighting for reflective surfaces. Deep learning provides for advanced OCR, code reading, object detection and classification with custom model training. Resolution ranges from 1.6 to 5 megapixels.

The SC6000 is the most sophisticated model. With 6T computing power and a modular design, it tackles the most complex visual tasks quickly and accurately. Advanced AI and deep learning enable engineers to customize OCR, defect detection and object recognition for robot guidance. The camera’s Vision Master algorithm platform is embedded with more than 140 algorithm modules, deep learning and Python scripting. When used for precision gauging and measurement, it achieves measurement tolerances down to 0.001 inch. It includes a touchscreen HMI and pre-installed Vision Master service pack for streamlined setup and secure functionality. Resolution ranges from 1.6 to 25 megapixels.

Looking for quick answers on assembly and manufacturing topics? Try Ask ASM, our new smart AI search tool. Ask ASM →

In addition to vision systems, Absolute Gauge Technologies supplies a variety of assembly and automation technologies, including DC electric nutrunners, servo presses, sensors, leak and flow testers, functional testers, electrical testers, and autonomous mobile robots.

For more information on vision systems and other automation components, click https://absolutegauge.com or visit the company’s booth at The ASSEMBLY Show South, which will be held April 16-17, 2025, at the Music City Center in Nashville, TN.

AGT is one of several suppliers of automation components exhibiting at the event. Besides test and inspection technology, you’ll find some 150 suppliers of adhesives, assembly machines, fastening tools, robotics, parts feeders, presses, test and inspection devices, and other technologies. The show is being held in conjunction with The Quality Show South and Adhesives in Action. For more information, visit www.assemblyshowsouth.com.

KEYWORDS: Artificial Intelligence (AI) machine vision systems

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

John has been with ASSEMBLY magazine since February 1997. John was formerly with a national medical news magazine, and has written for Pathology Today and the Green Bay Press-Gazette. John holds a B.A. in journalism from Northwestern University, Medill School of Journalism.

Recommended Content

JOIN TODAY
To unlock your recommendations.

Already have an account? Sign In

  • Made in the U.S.A.

    Consumer Products Manufacturing: Made in the USA

    Supply chain lessons learned during the coronavirus...
    Automated Assembly Systems
    By: Austin Weber
  • Best Practices for Press-Fit Assembly

    Best Practices for Press-Fit Assembly

    In manufacturing, ironclad formulas for success are hard...
    Assembly Presses
    By: Jim Camillo
  • aem0523leader-tesla1.jpg

    Tesla Rethinks the Assembly Line

    Engineers at Tesla Inc. have developed a new process that...
    Automotive Assembly
    By: Austin Weber
Manage My Account
  • eMagazine Subscription
  • Assembly Newsletters
  • Online Registration
  • Subscription Customer Service
  • Manage My Preferences

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the ASSEMBLY audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of ASSEMBLY or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • ultrasonic welding
    Sponsored bySonobond Ultrasonics

    Engineering Efficiency in High-Performance Assembly: How Ultrasonic Welding Enhances Throughput, Reliability and Quality

  • UV curing system
    Sponsored byDymax

    Why UV Intensity Alone Doesn’t Define Curing Performance

  • wooden pallets
    Sponsored byLEAN Manufacturing Products

    Eliminating Waste on the Shop Floor: Applying Lean Principles to Improve Manufacturing Efficiency

Popular Stories

Ferrari

Ferrari Unveils Four-Door EV

ASSEMBLY News Now, episode-30: Volvo Redesigns EV Manufacturing

Volvo Redesigns EV Manufacturing

workstation

Knife Maker Redesigns Assembly Line

Watch the latest episode of ANN now!

Events

July 24, 2025

From Shop Floor to CFO: How Manufacturers Are Closing the Loop Between Operations and Finance

On Demand Learn how manufacturers are bridging the gap between the shop floor and ERP systems to gain real-time visibility, streamline operations, and kick-start digital transformation—without waiting years.

Sponsored by:

PicoStratusGreen
July 30, 2025

Buffer Analysis and Design Fundamentals for Manufacturing Excellence

On Demand In this presentation, Dr. Herman Tang shares practical insights from his industry experience and research on buffer management in manufacturing operations.

View All Submit An Event

Poll

Difficult Assembly Processes

Which assembly process gives you the most difficulty?
View Results Poll Archive

Products

Manufacturing Cost Policy Deployment (MCPD) Profitability Scenarios: Systematic and Systemic Improvement of Manufacturing Costs

Manufacturing Cost Policy Deployment (MCPD) Profitability Scenarios: Systematic and Systemic Improvement of Manufacturing Costs

See More Products
ebook

Related Articles

  • artificial intelligence technology deployed on manual assembly line

    Using AI to Improve Productivity and Quality

    See More
  • Haier Group’s assembly plant in Hefei, China

    Don’t Fear AI; Use It to Improve Manufacturing

    See More
  • The IFR says AI powered robots will feature computer vision, natural language progression, reinforcement learning, supervised learning, sensor fusion and slam, and generative AI

    Manufacturers Turn to AI-Enabled Robots to Improve Quality, New Paper Says

    See More

Related Products

See More Products
  • value stream.jpg

    Using Hoshin Kanri to Improve the Value Stream

  • smart.jpg

    Handbook of Smart Manufacturing Forecasting the Future of Industry 4.0

  • advanced.jpg

    Functional and Smart Materials

See More Products

Events

View AllSubmit An Event
  • December 4, 2025

    Cut Scrap and Prevent Rework: Smarter AI Inspection for Manufacturing

    On Demand If you’re ready to cut scrap, prevent rework, and build with confidence, this is a conversation you won’t want to miss. Sponsored by:
View AllSubmit An Event

Related Directories

  • LMI Technologies

    As the global leader in 3D scanning and inspection, LMI Technologies works to advance manufacturing quality and productivity with 3D sensor technology. Our award-winning, FactorySmart® laser, snapshot, and line confocal sensors improve the quality and efficiency of factory production by providing fast, accurate, reliable inspection solutions that leverage smart 3D technologies. Unlike contact-based measurement or 2D vision, our non-contact solutions add 3D shape information critical to achieving 100% quality control. We also offer turnkey AI-based solutions to deploy the power of deep-learning-driven visual inspection into your industrial production processes. To learn more visit us at www.lmi3d.com.
×

Never miss the latest news and trends driving the manufacturing industry

Stay in the know on the latest assembly trends.

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Manufacturing Division
    • Store
    • Want More?
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • Instagram
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing