June 08, 2021 | Feature Presentation, MERLIC

MERLIC Feature Preview – anomaly detection

In this video, we show how MVTec MERLIC uses deep-learning-based anomaly detection to inspect PCBs for defects – with only good samples and no programming.

Deep-learning-based anomaly detection significantly facilitates the automated surface inspection for, e.g., detection and segmentation of defects. Only a low number of high-quality images is needed for training because defects of varying appearance can be detected without any previous knowledge or any preceding labeling efforts.

LEARN MORE ABOUT MERLIC HERE

Please note: Once you watch the video, data will be transmitted to Youtube/Google. For more information, see Google Privacy.

Published on: June 08, 2021

Further News

New version of the Deep Learning Tool significantly boosts Deep OCR performance

With Deep OCR Alignment and other improvements, Deep Learning Tool 26.03 enhances speed and efficiency for OCR applications. New models, optimized training, and CUDA 12.8 support bring higher performance with lower memory usage.

Deep Learning Tool

New MVTec Academy course: Mosaicking – stitching images with HALCON

This basic training introduces you to the mosaicking technologies in HALCON. The course shows you how to combine several images into one large mosaic image. Thus, this technology enables you to create a large image of an object or scene that would ot…

Academy

HALCON

New MVTec Academy course: Parallel programming with HALCON

This advanced training introduces you to the concept of parallel programming with HALCON. The application of parallel programming allows you to optimize the performance of your HALCON program and take full advantage of multicore or multiprocessor ha…

Academy

HALCON

Opticum d.o.o. becomes a MVTec Certified Integration Partner

The company based in Vojnik, Slovenia, specializes in industrial printing, machine vision, weighing, labeling, and traceability, serving primarily the pharmaceutical industry.

Certified Integration Partner

VST Taiwan becomes a new member of MVTec’s partner network

The automated optical inspection (AOI) specialist VST Taiwan has joined the MVTec Certified Integration Partner Program and offers services in optical system design, mechanical structure planning, and key vision components.

Certified Integration Partner

New version 1.6.5 of the MVTec Software Manager

The latest version of the MVTec Software Manager is now available and brings several enhancements to improve usability and performance.

MVTec

New MVTec Academy course "Develop a custom tool for MERLIC"

This advanced training introduces you to the development of custom tools for MERLIC to extend the existing MERLIC tool library.

Academy

MERLIC

New version 25.12 of the MVTec License Server released

With MVTec License Server Cloud-Ready 25.12, HALCON licenses can be borrowed, enabling operation during network failures and offline.

MVTec

MVTec Deep Learning Tool 25.12 is out now

On December 4, 2025, we released the new version 25.12 of the MVTec Deep Learning Tool and thus consistently further developed our portfolio for AI-based machine vision.

Deep Learning Tool

MVTec welcomes new partner Micro-Epsilon

We are pleased to welcome Micro-Epsilon, a globally operating specialist in high-precision sensor and measurement technology, to our Technology Partner Program.

Technology Partner

New MVTec Academy course "Image acquisition: The interface for modern camera technology"

This training course will introduce you to the new image acquisition operators. Through practical exercises, you will learn the necessary technical terms and concepts, and deepen your knowledge.

Academy

HALCON

HALCON 25.11 is available now

The new version of MVTec HALCON is now available for download. This version again brings some improvements as well as new features, such as Continual Learning – Classification, a new technology that makes training and maintaining classification model…

HALCON

DISYS joins MVTec Partner Network with expertise in advanced vision systems

The company from Schio, Italy, develops fully customized AI-powered solutions for diverse industries, from manufacturing to pharma, automotive, packaging, and food & beverage.

Certified Integration Partner

New MVTec Academy course "Code integration with language interfaces"

This advanced training course covers the integration and use of the HALCON library in software projects written in C, C++, C#, Visual Basic .NET, and Python.

Academy

HALCON

New MVTec Academy course "Image acquisition with GigE Vision"

This advanced course provides in-depth information on using GigE Vision cameras with HALCON.

Academy

HALCON

VRAiA CORP S.L. joins the MVTec Partner Network

The company from Aspe (Alicante, Spain) applies robotics and machine vision in tire production, focusing on final inspection and quality assurance.

Certified Integration Partner

robomotion strengthens the MVTec Partner Network

The German company specializes in customized automation solutions for demanding applications in food, medical technology, packaging, and plastics industries.

Certified Integration Partner

Halley Informatica strengthens the MVTec Partner Network

The division Halley Machine Vision specializes in 3D vision and robot guidance solutions for industrial automation and quality control.

Certified Integration Partner

Trifid Automation s.r.o. joins the MVTec Partner Network

The company from Slovakia provides advanced machine vision solutions for quality control and inspection across automotive, rubber, engineering, and wood industries.

Certified Integration Partner

MVTec MERLIC 5.8 is available now

MVTec MERLIC 5.8 makes developing and operating vision applications easier than ever, with improved error handling, centralized recipe management, and faster, more flexible deployment.

MERLIC

GosTech Kft. joins the MVTec Partner Network

With expertise in machine vision, optical and electrical measurement, and automation, GosTech Kft. delivers high-value solutions across multiple industries.

Certified Integration Partner

Digiinov SA adds industrial software and machine vision know-how to the MVTec Partner Network

The Swiss company supports machine builders with industrial software development and customized machine vision solutions based on HALCON.

Certified Integration Partner

New MVTec Academy course "Hand-eye calibration"

In this advanced course, you will learn how to perform hand-eye calibration using HALCON.

Academy

HALCON

SIGA Vision Ltd joins the MVTec Partner Network

Backed by the Mpac group, SIGA Vision delivers seamless vision systems and turnkey solutions for food and beverage, consumer goods, and healthcare industries.

Certified Integration Partner

VISOR – AOI and automation specialist joins the MVTec Partner Network

Founded in 2007, VISOR develops customized AOI and automation solutions and is today a leading provider of industrial vision systems in Southeastern Europe.

Certified Integration Partner

Smart Services becomes a new member of MVTec’s partner network

Smart Services has joined the MVTec Certified Integration Partner Program, offering machine vision solutions for identification, measurement, object and position detection, and quality inspection.

Certified Integration Partner

Herzog VSA becomes a certified integration partner of MVTec

The Herzog VSA specialises in challenging machine vision projects, with a strong focus on 3D data processing, line scan camera applications, and hybrid 2D/3D systems.

Certified Integration Partner

Agmanic Vision becomes a new member of MVTec’s partner network

Computer vision specialist Agmanic Vision has joined the MVTec Certified Integration Partner Program and delivers AI-driven solutions for quality control, robotics, and embedded applications.

Certified Integration Partner

New version 25.08 of the MVTec License Server released

The update makes it easier to run the License Server as a Windows system service and provides improved access to documentation.

MVTec

MVTec welcomes Optotune as new partner

MVTec is pleased to welcome Optotune Switzerland AG as the latest company to join its Technology Partner Program. Through this collaboration, MVTec’s powerful machine vision software is complemented by Optotune’s cutting-edge focus-tunable lenses and…

Technology Partner

Certified Integration Partner Autolab becomes a new member of MVTec’s partner network

Autolab GmbH is the latest addition to MVTec's Certified Integration Partner Program, delivering advanced solutions for visual quality inspection and inline measurement using deep learning and classical machine vision.

Certified Integration Partner

New MVTec Academy course "Inspect the print quality of bar and 2D data codes"

In this advanced training course, you will learn how to perform print quality inspection for bar and data codes using HALCON and MERLIC.

Academy

HALCON

MERLIC

Preview version of HDevelopEVO: new update now available

Faster, more intuitive, and interactive programming: All HALCON users can now download the new IDE preview version.

HALCON

New MVTec Academy course "Defect detection"

This basic training introduces you to defect detection with MVTec HALCON. In this training, you learn different approaches and what to consider when developing a defect detection application. Then, you solve some challenging applications with differe…

Academy

HALCON

Visione Artificiale srl becomes a new member of MVTec’s partner network

Visione Artificiale srl has joined the MVTec Certified Integration Partner Program, offering turnkey vision solutions for quality control, defect detection, robot guidance, and process optimization.

Certified Integration Partner

Bertram Elektrotechnik becomes a new member of MVTec's partner network

Automation specialist Bertram Elektrotechnik adds its expertise in robotics, test engineering, and image processing to the MVTec Certified Integration Partner Program.

Certified Integration Partner

New MVTec Academy course "Working with regions"

This basic training introduces you to the concept of regions in HALCON. You learn how to create regions manually as well as by different segmentation approaches, process regions, and access different features of regions.

Academy

HALCON

New MVTec Academy course "Speed up deep learning with AI²"

his advanced training shows you how to optimize your deep learning applications in terms of inference runtime and memory requirements using MVTec’s AI Accelerator Interface (AI²).

Academy

HALCON

MERLIC

HALCON 25.05 is available now

The new version of MVTec HALCON is now available for download. With this release, MVTec focuses on improving HALCON’s ease-of-use and rule-based machine vision.

HALCON

Advancing Anomaly Detection: VAND 2025 Challenge at CVPR 2025

We’re thrilled to announce the Visual Anomaly and Novelty Detection (VAND) 2025 challenge, a premier event at CVPR 2025. Sponsored by Voxel51, Intel, and MVTec, this challenge aims to push the boundaries of anomaly detection in industrial application…

MVTec

MVTec Deep Learning Tool 25.04 is out now

On April 30, 2025, we released the new version 25.04 of the MVTec Deep Learning Tool and thus consistently further developed our portfolio for AI-based machine vision.

Deep Learning Tool

MVTec on Campus celebrates 5 years with Vision Hero campaign

MVTec Software GmbH is proud to announce the 5-year anniversary of its successful educational initiative MVTec on Campus. To mark this special milestone, MVTec is launching a unique and engaging campaign: Vision Heroes – Saving Yogurt Village.

MVTec

MVTec MERLIC 5.7 is available now

With the new version MERLIC 5.7, MVTec continues their established path with MERLIC – easy process integration combined with powerful machine vision methods. The new version improves the usability of MERLIC Runtime Environment (RTE) and optimizes the…

MERLIC

New MVTec Academy course "Read bar codes"

This basic training teaches you how to read bar codes with HALCON and MERLIC.

Academy

HALCON

MERLIC

Mission Accomplished: MVTec's Christmas Quiz

As we wrap up our Christmas quiz, we’re excited to share the fantastic results.

MVTec