Sökning: "Georgios Tzelepis"

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1. 1. Deep Neural Network Compression for Object Detection and Uncertainty Quantification

   Master-uppsats, Göteborgs universitet/Institutionen för data- och informationsteknik

   Författare :Mohammad Ahraz Asif; Georgios Tzelepis; [2019-11-21]
   Nyckelord :Deep Learning; Model Compression; Knowledge Distillation; Bayesian Deep Learning; Object Detection;

   Sammanfattning : Neural networks have been notorious for being computational expensive. Their demand for hardware resources prohibits their extensive use in embedded devices and puts restrictions on tasks like real time tracking. LÄS MER