Sökning: "Konvolutionsnätverk"
Hittade 2 uppsatser innehållade ordet Konvolutionsnätverk.
1. Deep Learning Model Deployment for Spaceborne Reconfigurable Hardware : A flexible acceleration approach
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Space debris and space situational awareness (SSA) have become growing concerns for national security and the sustainability of space operations, where timely detection and tracking of space objects is critical in preventing collision events. Traditional computer-vision algorithms have been used extensively to solve detection and tracking problems in flight, but recently deep learning approaches have seen widespread adoption in non-space related applications for their high accuracy. LÄS MER
2. A systematic study of the class imbalance problem in convolutional neural networks
Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)Sammanfattning : In this study, we systematically investigate the impact of class imbalance on classification performance of convolutional neural networks and compare frequently used methods to address the issue. Class imbalance refers to significantly different number of examples among classes in a training set. LÄS MER