HALCON Machine Vision Imaging Software gives the edge with the new “k-NN classifier”, making it possible to train a classifier in a very short time. The “k-NN classifier” is easy to use and can give reasonable classification results with only a few training samples. Give your solution the edge on your competitors, make the difference by exploring a classification-based solutions, simply solving many machine vision problems.

In addition to conventional classification tasks the new “k-NN classifier” can be used to efficiently identify points in 2D or 3D point clouds that are closest to a given query point. For example, in robotic applications it can be applied to compute the distances to 3D objects in real-time, essential for collision avoidance systems.

Download the HALCON demo disk and try it for yourself