AIfES demonstrators

In order to show the endless options with AIfES, we develop constantly new demonstrators to learn and extend AIfES. Demonstrators offers us the possibility to share in an easy manner what AIfES can do. AIfES is the property of Fraunhofer IMS for the time being, however you can incorporate AIfES into your products as part of a common project. If you have any questions on this topic, please feel free to contact us.

Wireless current sensor for condition monitoring

This exhibit was developed together with the business unit "Wireless and Transponder Systems". Here AIfES was used to learn the states of a device based on its power consumption. AIfES was integrated on an ATMega32U4 including an learning algorithm. Further information about the demonstrator can be found here: info sheet.


Recognition of handwritten digits on a microcontroller

With this demonstrator we wanted to answer the question whether it is possible to integrate handwriting recognition (for digits) on a microcontroller. The digits are drawn on a standard PS/2 touchpad, then recognized and the result presented on an LC-Display. We have successfully integrated all functions on an Arduino UNO by means of a feature extraction specially developed for this purpose. The Arduino UNO reads in the sensor values of the touchpad, carries out the number recognition and outputs the result on the display. Despite the low CPU clock frequency of 16 MHz, the number recognition is carried out in approx. 20 to 25ms.

Further information can be found here: info sheet.

Artificial intelligence for digit recognition
© Fraunhofer IMS
Artificial intelligence for digit recognition
© Fraunhofer IMS
AIfES digit recognition demonstrator

Technical Details

Platform independency and special learning techniques distinguish AIfES

Range of Application

Human-Technology Interaction, Industry 4.0, Metrology, Medical Technology, Machine Learning Algorithms and Hardware Accelerators.


How can I use AIfES and what does the Fraunhofer IMS offer besides AIfES? You can find out more about our services here.