Our CTO Dr. Ralf Lay will give a half hour lecture on the topic “Deep Learning with FPGAs – Inline Object Classification in the Production Cycle”. He will discuss the question of how an image processing system that performs its classification via deep learning achieves the necessary data throughput. The FPGA technology with its high parallelism offers a sufficient platform for this. Using practical applications, Dr. Lay explains what needs to be considered, what potential and limitations exist, and what implementations look like with the VisualApplets development environment, which also includes image pre-processing, image post-processing, and signal control.
Presentation (in German) by Dr. Ralf Lay, CTO Silicon Software GmbH, at 4.30 p.m.:
“Deep Learning with FPGAs – Inline Object Classification in the Production Cycle”