Essays about: "Faltade neurala nätverk"

Found 2 essays containing the words Faltade neurala nätverk.

1. 1. A Comparison of CNN and Transformer in Continual Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Jingwen Fu; [2023]
   Keywords : Convolutional Neural Network; Transformer; Continual Learning; Image Classification; Faltade Neurala Nätverk; Transformator; Kontinuerligt Lärande; Bildklassificering;

   Abstract : Within the realm of computer vision tasks, Convolutional Neural Networks (CNN) and Transformers represent two predominant methodologies, often subject to extensive comparative analyses elucidating their respective merits and demerits. This thesis embarks on an exploration of these two models within the framework of continual learning, with a specific focus on their propensities for resisting catastrophic forgetting. READ MORE

3. 2. An Embedded System for Classification and Dirt Detection on Surgical Instruments

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Guðmundur Hallgrímsson; [2019]
   Keywords : Neural Network; CNN; FPGA; PetaLinux; Winograd; High-level Synthesis; Neuralt nätverk; Faltade neurala nätverk; FPGA; PetaLinux; Winograd; Hög-nivå syntes;

   Abstract : The need for automation in healthcare has been rising steadily in recent years, both to increase efficiency and for freeing educated workers from repetitive, menial, or even dangerous tasks. This thesis investigates the implementation of two pre-determined and pre-trained convolutional neural networks on an FPGA for the classification and dirt detection of surgical instruments in a robotics application. READ MORE