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Smart pepper harvesting by SWEEPER

The implementation of robotics and sensing technologies as an alternative solution makes crop production more efficient and sustainable.

Supervise your machines with HALCON generic sockets

Going on vacation but need to supervise the machines? See how Tom uses HALCON generic sockets to relax and enjoy his vacation without worrying about work.

Configuring image sources with the Image Source Manager (MVTec MERLIC)

In this tutorial, you will learn how to use MVTec MERLIC’s Image Source Manager (ISM).

Webinar: Newest Features of HALCON 24.11

In this webinar, Jan Gärtner (Product Manager HALCON) and Benedikt Wörz (Application Engineer) guide you through the new features of the HALCON 24.11.

MVTec Software GmbH presents latest innovations at VISION China Shanghai

MVTec Software GmbH, a worldwide leader in machine vision, will showcase its latest innovations at VISION China Shanghai in 2026. The company will demonstrate the current technologies integrated into its products HALCON, MERLIC, and the Deep Learning Tool, and how users can benefit from them. MVTec’s booth is in Hall W5, Booth 5538.

Semantic Segmentation with Deep Learning | MVTec

Pixel-accurate localization and classification Semantic Segmentation With Deep Learning Semantic segmentation with deep learning enables pixel-accurate localization and classification of defect classes or objects. This method is especially well suited for inspection tasks that require precise object

Approximate hand-eye calibration with MVTec HALCON (stationary 3D sensor)

In this tutorial, we show how we use HDevelop and MVTec HALCON to set up a quick hand-eye calibration between a 3D sensor and a robot for reliable pick-and-place.

Deep learning anomaly detection with MVTec MERLIC

In this tutorial, we show how to use MVTec MERLIC’s deep-learning “Detect Anomalies” tool to inspect glass bottles for local defects using only a few good samples.

Release Notes – MVTec Software Manager

MVTec Software Manager – Release Notes 1.6.5 To improve download performance for users in China, a new proxy cache server hosted in China has been introduced. For easier configuration, the catalog settings now offer two options: “Global” for use outside of China and “China” for downloads within Chin

Machine Vision Datasets for Research | MVTec

MVTec LOCO AD The MVTec logical constraints anomaly detection dataset Abstract The MVTec logical constraints anomaly detection (MVTec LOCO AD) dataset is intended for the evaluation of unsupervised anomaly localization algorithms. The dataset includes both structural and logical anomalies. It contai

Machine Vision Datasets for Research | MVTec

MVTec 3D-AD The MVTec 3D anomaly detection dataset Abstract MVTec 3D anomaly detection dataset (MVTec 3D-AD) is a comprehensive 3D dataset for the task of unsupervised anomaly detection and localization. It contains over 4000 high-resolution scans acquired by an industrial 3D sensor. Each of the 10

Machine Vision Datasets for Research | MVTec

MVTec MV-BALL MVTec Multi-View Ball Dataset Abstract The MVTec MV-ball dataset is a publicly available synthetic dataset for evaluating multi-view 6D pose estimation methods. It features a blue sphere with one red and one green hemisphere on its surfaces, which are separated by 90 degrees. The pose