Sökning: "spatial training"

Visar resultat 1 - 5 av 96 uppsatser innehållade orden spatial training.

1. 1. Spatialized Sonification for the Learning of Surgical Navigation

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

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

   Sammanfattning : 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. LÄS MER

3. 2. Biodiversity Monitoring Using Machine Learning for Animal Detection and Tracking

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Qian Zhou; [2023]
   Nyckelord :Small Target Detection; Target Tracking; YOLOv5; DeepSORT; Attention Mechanism; Loss Function; Feature Extraction and Fusion Network; Detektering Av små sål; sålspårning; YOLOv5; DeepSORT; uppmärksamhetsmekanism; förlustfunktion; fusionsnätverk;

   Sammanfattning : As an important indicator of biodiversity and ecological environment in a region, the number and distribution of animals has been given more and more attention by agencies such as nature reserves, wetland parks, and animal protection supervision departments. To protect biodiversity, we need to be able to detect and track the movement of animals to understand which animals are visiting the space. LÄS MER

4. 3. Decreasing Training Time of Reinforcement Learning Agents for Remote Tilt Optimization using a Surrogate Neural Network Approximator

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Jiaming Huang; [2023]
   Nyckelord :;

   Sammanfattning : One possible application of reinforcement learning in the telecommunication field is antenna tilt optimization. However, one of key challenges we face is that the use of handcrafted simulators as environments to provide information for agents is often time-consuming regarding training reinforcement learning agents. LÄS MER

5. 4. Using Machine Learning to Optimize Near-Earth Object Sighting Data at the Golden Ears Observatory

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Laura Murphy; [2023]
   Nyckelord :Near-Earth Object Detection; Machine Learning; Deep Learning; Visual Transformers;

   Sammanfattning : This research project focuses on improving Near-Earth Object (NEO) detection using advanced machine learning techniques, particularly Vision Transformers (ViTs). The study addresses challenges such as noise, limited data, and class imbalance. LÄS MER

7. 5. Digitala verktyg för en säkrare byggbransch : En studie om användningen av AR och VR som verktyg för att öka säkerheten i byggbranschen

   Kandidat-uppsats, KTH/Byggteknik och design

   Författare :Alvin Kaspo; [2023]
   Nyckelord :;

   Sammanfattning : This thesis explores the implementation of Augmented Reality (AR) and Virtual Reality(VR) technologies as tools to enhance safety in the construction industry. The aim of thisresearch is to investigate the potential benefits, challenges, and opportunities associatedwith the use of AR and VR in improving the work environment for construction workers. LÄS MER