Developers' Corner

Deflectometry is useful for inspecting reflective (specular) surfaces. These surfaces are tricky to inspect with other methods, due to a mirror image...

The parameter "Greediness" defines a tradeoff between speed and completeness. On the one hand, the search speed can be increased by discarding...

A recommended practice for setting up classification tasks and OCR: Regularly review your growing set of training data with the HDevelop OCR Training...

In the Developers' Corner article "Using regularization in MLP classification", we already described the use of regularization during the training of...

When training any classifier, the goal is to train it so that it generalizes well for unknown data. However, in a real application, overfitting is...

Classification is a very important method, often used in image processing. It can be utilized for directly segmenting an image into known classes,...

Everyone knows the issue, when you have numeric tuples with many elements, and you are interested in a quick overview of their content. Since HALCON...

One of the most powerful tools in HDevelop is the Feature Histogram. The Feature Histogram is a very useful tool to get a feeling for the features of...