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Classification of Image Data with MVTec Software

Powerful methods Image Classification MVTec software provides powerful features for image data classification – also known as image classification or pattern recognition. Objects – usually pixels or regions – are assigned to one or more categories based on defined features. Do you have a specific ta

Blob analysis (Connected-Component Labeling, CCL)

Connected-Component Labeling Blob analysis for robust machine vision MVTec Software provides powerful features for blob analysis – also known as Connected-Component Labeling (CCL), Region Labeling, or Blob Extraction. This involves extracting characteristics from connected pixels that share the same

Optical Inspection & Quality Control with MVTec

different INSPECTION TASKS Machine Vision For Inspection Applications MVTec software offers robust and reliable methods for optical inspection and quality control – across industries. Do you need support with an application? Get a free evaluation Wafer inspection. Board, Semiconductor & Chip Inspect

Get Started with Deep Learning – Training & Inference Workflow in HALCON | MVTec

From data acquisition to inference Getting Started With Deep Learning With MVTec HALCON, you have a fully integrated toolbox for the entire deep learning process. From image acquisition through data preparation and training to evaluation and inference, all steps can be carried out directly in HALCON

AI Accelerator Interface (AI²) – Accelerated Deep Learning Inference on GPU, CPU, and Edge | MVTec

AI Accelerator Interface (AI²) Accelerated Inference for Deep Learning in HALCON With the AI² interface (AI Accelerator Interface), MVTec provides a high-performance and flexible solution for running deep learning models on specialized hardware. This significantly accelerates inference (executing tr

Classical Machine Vision vs. Deep Learning – Technology Comparison | MVTec

Classical Machine Vision vs. Deep Learning Two Approaches – One Goal: Precise Machine Vision In machine vision, two fundamental approaches are used today: classical, rule-based machine vision and deep learning. Both pursue the same goal – reliable detection, inspection, and classification of objects

Machine Vision Measuring: 1D, 2D & 3D Measurement for Precision Inspection | MVTec

High accuracy and repeatability Measuring With Machine Vision Software MVTec machine vision software enables precise 1D, 2D, and 3D measuring tasks that go far beyond what manual gauges can achieve. Using robust image-processing algorithms, machine vision systems determine dimensions such as length,

1D, 2D & 3D Measurement in Real Time | MVTec

Powerful & Precise Optical Measuring with Machine Vision MVTec software offers powerful methods for precise measurement in 1D, 2D, and 3D – subpixel accurate, robust, and in real-time. Get your specific application evaluated! Reach out to our experts Subpixel-accurate 1D edge measurement for the hig

Subpixel Edge Detection & Contour Processing | MVTec

POWERFUL METHODS FOR MAXIMUM PRECISION Subpixel-Accurate Edge & Line Extraction MVTec software offers powerful methods for subpixel-accurate edge detection and line extraction. Even the finest structures are captured with maximum precision. Convince yourself and try our software! Evaluate HALCON for

OCR & Deep OCR for Precise Text Recognition | MVTec

Reliable results in challenging scenarios Text Recognition With Optical Character Recognition MVTec software offers powerful technologies for text recognition (OCR) based on classical methods and modern deep learning approaches. This enables reliable results even in challenging scenarios, such as ti

Deep Learning for Machine Vision – AI-Powered Vision with HALCON | MVTec

AI-based technologies in MVTec software Deep Learning In Machine Vision Deep learning enables complex machine vision tasks where classical methods reach their limits – for example, detecting variable surfaces, amorphous shapes, or unknown defects. Our software provide fully integrated deep learning

Machine Vision for Electric Components & Solar Manufacturing: Inspection & Quality Control | MVTec

How to improve quality & efficiency Machine vision for electric components & solar Machine vision improves quality, reduces costs, and boosts throughput in consumer electronics and solar manufacturing. In solar production, it ensures defect-free processes and optimized efficiency. MVTec's software e