Essays about: "importance of computer in training"

Showing result 1 - 5 of 30 essays containing the words importance of computer in training.

1. 1. Improving echocardiogram view classification using diffusion models

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Luis Arevalo; Anouka Ranby; [2023-10-23]
   Keywords : Computer; science; computer science; engineering; project; artificial intelligence; machine learning; deep neural networks; diffusion models; synthetic data; echocardiogram classification;

   Abstract : In the field of medical science datasets are often highly imbalanced, where rare datapoints are of high importance. This study aims to explore the usage of synthetic datasets to improve the classification of echocardiogram views. READ MORE

3. 2. How to Educate an Organization in Working with Security Topics from a User Experience Perspective

   University essay from Lunds universitet/Ergonomi och aerosolteknologi; Lunds universitet/Certec - Rehabiliteringsteknik och Design

   Author : Felicia Gabrielii Augustsson; Anna Dahlström; [2023]
   Keywords : User centered design; threat analysis; security; experiential learning; gamification; interactive learning tool; the design process; Technology and Engineering;

   Abstract : In today's rapidly evolving society, the pervasive influence of technology has profoundly transformed various aspects of human life, presenting both unprecedented opportunities and critical security challenges. To mitigate the risks of data breaches, malicious attacks, and overall cyber threats, companies have taken proactive measures by providing education and training to their employees in the areas of cyber security and software security. READ MORE

4. 3. The influence of neural network-based image enhancements on object detection

   University essay from Högskolan i Skövde/Institutionen för informationsteknologi

   Author : Eric Pettersson; Muhammed Al Khayyat; [2023]
   Keywords : Object detection; YOLO; image enhancement; ESRGAN; Zero-DCE;

   Abstract : This thesis investigates the impact of image enhancement techniques on object detection for carsin real-world traffic scenarios. The study focuses on upscaling and light correction treatments andtheir effects on detecting cars in challenging conditions. Initially, a YOLOv8x model is trained on clear static car images. READ MORE

5. 4. Predicting Protein Stability with Machine Learning

   University essay from Lunds universitet/Biofysikalisk kemi

   Author : Lucas Carlsson; [2023]
   Keywords : Protein Stability; Biophysical Chemistry; Thermodynamics; Machine Learning; Deep Learning; Protein Language Model; Biochemistry; Multiple Sequence Alignment; Bioinformatics; Biology and Life Sciences;

   Abstract : Protein stability is a property of high importance and is of interest in a variety of fields. It determines if a protein has its native fold and can be of influence in certain diseases such as Parkinson's and Alzheimer's disease. READ MORE

6. 5. Predicting Airbnb Prices in European Cities Using Machine Learning

   University essay from Blekinge Tekniska Högskola/Fakulteten för datavetenskaper

   Author : Shalini Gangarapu; Venkata Surya Akash Mernedi; [2023]
   Keywords : Machine Learning; Supervised Learning; Regression Algorithms; Airbnb Price Prediction;

   Abstract : Background: Machine learning is a field of computer science that focuses on creating models that can predict patterns and relations among data. In this thesis, we use machine learning to predict Airbnb prices in various European cities to help the hosts in setting reasonable prices for their properties. READ MORE