Nicolas Pyschny

Automated weld seam recognition could drastically cut down scanning time and data overload in robotic post-processing.

Catalogue photography can significantly aid in the cold-start problem for carbide burr recognition, but its effectiveness in real-world applications is limited without targeted adjustments.

Achieving an 87% insertion success rate, this method transforms how robots handle key-keyway assembly in uncertain environments.