Essays about: "learning system design"

Showing result 11 - 15 of 429 essays containing the words learning system design.

1. 11. MetaStackVis: Visually-Assisted Performance Evaluation of Metamodels in Stacking Ensemble Learning

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Ilya Ploshchik; [2023]
   Keywords : Visualization; interaction; metamodels; validation metrics; predicted probabilities; stacking; stacked generalization; ensemble learning; machine learning;

   Abstract : Stacking, also known as stacked generalization, is a method of ensemble learning where multiple base models are trained on the same dataset, and their predictions are used as input for one or more metamodels in an extra layer. This technique can lead to improved performance compared to single layer ensembles, but often requires a time-consuming trial-and-error process. READ MORE

3. 12. Deep Learning Model Deployment for Spaceborne Reconfigurable Hardware : A flexible acceleration approach

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

   Author : Javier Ferre Martin; [2023]
   Keywords : Space Situational Awareness; Deep Learning; Convolutional Neural Networks; FieldProgrammable Gate Arrays; System-On-Chip; Computer Vision; Dynamic Partial Reconfiguration; High-Level Synthesis; Rymdsituationstänksamhet; Djupinlärning; Konvolutionsnätverk; Omkonfigurerbara Field-Programmable Gate Arrays FPGAs ; System-On-Chip SoC ; Datorseende; Dynamisk partiell omkonfigurering; Högnivåsyntes.;

   Abstract : 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. READ MORE

4. 13. Fast Art – A Virtual Fashion Exhibition

   University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

   Author : Eva Masiero; [2023]
   Keywords : Sustainable Fashion; Virtual Reality; Art; Co-Design;

   Abstract : This thesis focuses on research through the design process of building an immersive Virtual Reality (VR) experience concept resembling a digital art gallery. It covers the topics of sustainable fashion, changing people’s perspectives and behaviour, and new technologies like VR and Artificial Intelligence (AI). READ MORE

5. 14. Spatialized Sonification for the Learning of Surgical Navigation

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

   Author : Alexander Danielsson; [2023]
   Keywords : Spatial Audio; Sonification; Surgical Simulations; Minimally invasive Surgery; Psychoacoustics; Spatial Ljud; Sonifikation; Kirurgiska Simulationer; Minimalinvasiv kirurgi; Psykoakustik;

   Abstract : Historically, the education of surgical navigation in minimally invasive neurosurgery has been constrained by several factors. Medical students have been required to physically be in the operating room to observe a teacher perform the different procedures. This restricts their opportunities to gain valuable hands-on experience in their field. READ MORE

6. 15. FPGA programming with VHDL : A laboratory for the students in the Switching Theory and Digital Design course

   University essay from Högskolan i Halmstad

   Author : Samaneh Azimi; Safia Abba Ali; [2023]
   Keywords : FPGA Field-Programmable Gate Arrays VHDL Very High-Speed Integrated Circuits HDL Hardware description language LUT Look-up-table CLB Configurable Logic Blocks MUX Multiplexers IOB Input Output Blocks DUT Device under the test ASIC Application-specific integrated circuits SOC System on chips RTL Register Transfer Language;

   Abstract : This thesis aims to create effective and comprehensive learning materials for students enrolled in the Switching Theory and Digital Design course. The lab is designed to enable students to program an FPGA using VHDL in the Quartus programming environment to control traffic intersections with sensors and traffic signals. READ MORE