Essays about: "Computer networks thesis"

Showing result 1 - 5 of 70 essays containing the words Computer networks thesis.

1. 1. Camera-Based Friction Estimation with Deep Convolutional Neural Networks

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Arvi Jonnarth; [2018]
   Keywords : Machine Learning; Deep Learning; Statistical Learning; Friction Estimation; Computer Vision; Neural Networks; Convolutional Neural Networks; Digital Image Processing;

   Abstract : During recent years, great progress has been made within the field of deep learning, and more specifically, within neural networks. Deep convolutional neural networks (CNN) have been especially successful within image processing in tasks such as image classification and object detection. READ MORE

3. 2. Real-time 3D Semantic Segmentation of Timber Loads with Convolutional Neural Networks

   University essay from Linköpings universitet/Datorseende

   Author : Jessica Sällqvist; [2018]
   Keywords : Semantic Segmentation; Pixel-wise classification; Convolutional Neural Networks; Fully Convolutional Networks; Patch-based training.;

   Abstract : Volume measurements of timber loads is done in conjunction with timber trade. When dealing with goods of major economic values such as these, it is important to achieve an impartial and fair assessment when determining price-based volumes. READ MORE

4. 3. An empirical study on synthetic image generation techniques for object detectors

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

   Author : Claudio Salvatore Arcidiacono; [2018]
   Keywords : Object Detection; Synthetic Dataset; Deep Learning; Rendered Images; Computer Vision; Objektdetektion; Syntetisk datamängd; Djup inlärning; Återgivna bilder; Datorseende;

   Abstract : Convolutional Neural Networks are a very powerful machine learning tool that outperformed other techniques in image recognition tasks. The biggest drawback of this method is the massive amount of training data required, since producing training data for image recognition tasks is very labor intensive. READ MORE

5. 4. The Role of Firewalls in Network Security : A Prestudy for Firewall Threat Modeling

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

   Author : Jani Bonnevier; Sebastian Heimlén; [2018]
   Keywords : firewall; firewall configuration; threat modeling; network security; information security; brandvägg; brandväggskonfiguration; hotmodellering; nätverkssäkerhet; informationssäkerhet;

   Abstract : Firewalls help protect computer networks from intrusions and malware by enforcing restrictions on what network traffic is allowed to pass through the firewall into the network. This thesis explores the role of firewalls in network security, with the ultimate goal of advancing attempts to create a threat model for firewalls. READ MORE

6. 5. Generation of Synthetic Images with Generative Adversarial Networks

   University essay from Blekinge Tekniska Högskola/Institutionen för datalogi och datorsystemteknik

   Author : Mousa Zeid Baker; [2018]
   Keywords : classification; deep learning; generative adversarial network; machine learning;

   Abstract : Machine Learning is a fast growing area that revolutionizes computer programs by providing systems with the ability to automatically learn and improve from experience. In most cases, the training process begins with extracting patterns from data. The data is a key factor for machine learning algorithms, without data the algorithms will not work. READ MORE