Essays about: "real time applications"

Showing result 1 - 5 of 908 essays containing the words real time applications.

1. 1. Scaling up and down with circular economy

   University essay from Lunds universitet/Institutionen för arkitektur och byggd miljö

   Author : Ríkardur Már Ellertsson; [2024]
   Keywords : Circular economy; home ownership; design for disassembly; Flexible construction; Arts and Architecture;

   Abstract : This project commences with a personal reflection. I, the author, find myself on the verge of completing my academic journey and embarking on the pursuit of an independent life. This involves securing employment and establishing a place to call home, with the ultimate goal of starting a family. READ MORE

3. 2. Variational AutoEncoders and Differential Privacy : balancing data synthesis and privacy constraints

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

   Author : Baptiste Bremond; [2024]
   Keywords : TVAE; Differential privacy; Tabular data; Synthetic data; DP-SGD; TVAE; differentiell integritet; tabelldata; syntetiska data; DP-SGD;

   Abstract : This thesis investigates the effectiveness of Tabular Variational Auto Encoders (TVAEs) in generating high-quality synthetic tabular data and assesses their compliance with differential privacy principles. The study shows that while TVAEs are better than VAEs at generating synthetic data that faithfully reproduces the distribution of real data as measured by the Synthetic Data Vault (SDV) metrics, the latter does not guarantee that the synthetic data is up to the task in practical industrial applications. READ MORE

4. 3. Android Malware Detection Using Machine Learning

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Rahul Sai Kesani; [2024]
   Keywords : Malware; Machine Learning; Random Forest; Sequential Neural Network.;

   Abstract : Background. The Android smartphone, with its wide range of uses and excellent performance, has attracted numerous users. Still, this domination of the Android platform also has motivated the attackers to develop malware. The traditional methodology which detects the malware based on the signature is unfit to discover unknown applications. READ MORE

5. 4. Machine Learning for Spatial Positioning for XR Environments

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Khaled Alraas; [2024]
   Keywords : Extended Reality; Machine Learning; Sensor Fusion; Spatial Data Accuracy Virtual Productions; Augmented Reality; Virtual Reality; Real-time Camera Tracking; Location-Based Services; Gaming Platforms; Sensor Integration;

   Abstract : This bachelor's thesis explores the integration of machine learning (ML) with sensor fusion techniques to enhance spatial data accuracy in Extended Reality (XR) environments. With XR's revolutionary impact across various sectors, accurate localization in virtual environments becomes imperative. READ MORE

6. 5. Automatic Semantic Segmentation of Indoor Datasets

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Sai Swaroop Rachakonda; [2024]
   Keywords : Semantic Segmentation; Annotation; SLAM; Indoor datasets; YOLO V8; DETIC; Segment Anything Model.;

   Abstract : Background: In recent years, computer vision has undergone significant advancements, revolutionizing fields such as robotics, augmented reality, and autonomoussystems. Key to this transformation is Simultaneous Localization and Mapping(SLAM), a fundamental technology that allows machines to navigate and interactintelligently with their surroundings. READ MORE