Steinemann Chatter Marks vs Zero

Steinemann stands for excellence in service. To support you even more efficiently in the future with our expertise, we are now offering the new Steinemann app for analyzing chatter marks. Chatter marks are caused by vibrations in a sander. Vibrations can be generated, for instance, by the joints of the sanding belts, the contact drums, guide rollers or tension drums. The cause can be determined based on the distance between the chatter marks and several types of process and machine data. The app identifies the cause and displays the result. For this calculation, the app requires data on the geometry and process of the wide belt sanding machine. Such data naturally is stored in the app for most Steinemann machines and automatically incorporated in the calculation based on the machine's serial number.

A zero-shot object counting app is an app that counts objects without the need to specify what to count. Just present an image, and the app automatically identifies visually similar objects in the image and counts them. This is enabled by an innovative architecture consisting of a ViT-based encoder and a convolutional decoder, capable of extracting features from image and turning it into a "heat map" where each object is represented by a dot. Conventional methods are then used to count the dots in the "heat map". Note that this app only provide a rough estimation of the object count. Estimations may be inaccurate or incorrect. Do not rely on the results.