konvolutionare-neuronale-netze-in-der-industriellen-bildverarbeitung-und-robotik.pdf

• Language: ger
• Published: KIT Scientific Publishing 2022

In the first part of this dissertation, a framework for the design of a CNN for FPGAs is presented, consisting of a preprocessing algorithm, an augmentation technique, a custom quantization scheme and a pruning step of the CNN. The combination of conventional image processing with neural networks is...