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HALCON News

News

New version HALCON 20.05 available now!

HALCON 20.05 has been released today and once again, the HALCON Progress Edition shows the advantages of a short release cycle: Besides innovative new...

News

MVTec Deep Learning Tool 0.4 Early Adopter available now!

The first 'Early Adopter' (EA) release of the MVTec Deep Learning Tool is now available for download.

With these intermediate releases we want to...

HALCON News

HALCON 20.05 Feature-Preview: Further Improvements

CPU Support for Grad-CAM-based Heatmap

The Grad-CAM-based heatmap (Gradient-weighted Class Activation Mapping) supports you in analyzing which parts...

Videos

HALCON's Deep-Learning-Based Object Detection 4: Apply the Model (Inference)

In the last part of this tutorial series on HALCON's object detection, we will apply the model we trained and evaluated previously.

You will learn...

Videos

HALCON's Deep-Learning-Based Object Detection 3: Evaluate the Trained Model

In the third part of this tutorial series on HALCON’s object detection, we will evaluate the deep-learning-based object detection model we trained in...

Videos

HALCON's Deep-Learning-Based Object Detection 2: Train a model

In the second part of this tutorial series on HALCON’s object detection, you will learn how to train a deep-learning-based object detection model with...

Videos

HALCON's Deep-Learning-Based Object Detection 1: Introduction & Preparation of the Dataset

In the first part of this tutorial series on HALCON's object detection, you will learn what object detection actually is, and what kinds of...

References

Superior matching technology and robust object detection enables the automation of the return flows of crates

A major challenge for wholesale and retail organizations is the return flow of empty crates. The distribution center of one of the leading retailers...

HALCON News

HALCON 20.05 Feature-Preview: Surface-Based 3D Matching & Deep Learning Training on CPU

Surface-based 3D Matching

With HALCON 20.05, surface-based 3D matching is more robust in case of almost symmetric objects.

Especially in the...

Videos

HALCON Deep Learning Basics: Workflow, data & model

In this tutorial, we’ll have a look at the recommended workflow when working with deep learning in MVTec HALCON.

Thanks to the common model-based...