Essays about: "Computer networks thesis"

Showing result 6 - 10 of 181 essays containing the words Computer networks thesis.

1. 6. Observation Based Modeling of Liquid Slosh in Drop Tests

   University essay from Lunds universitet/Matematik LTH

   Author : Victor Ekblad; Axl Roos; [2022]
   Keywords : Sloshing; Fluid Dynamics; Image Segmentation; 3D reconstruction; Machine Learning; U-Net; CNN; GCN; LSTM; Mathematics and Statistics;

   Abstract : Tetra Pak® is a world leading food packaging company with a large variety of paperboard beverage packages. In the development of paperboard packages, an essential component is utilizing simulation models long before physical prototypes are manufactured. This speeds up the development process and allows quick evaluation of new designs. READ MORE

3. 7. Design, implementation and evaluation of a deep learning prototype to classify non-pigmented malignant skin cancer from dermatoscopic images

   University essay from Lunds universitet/Matematik LTH

   Author : Maria del Pilar Aguilera Manzanera; [2022]
   Keywords : Melanoma; Skin cancer; Dermatoscopy; Image classification; Machine learning; Artificial intelligence; Convolutional neural networks; Dermatology; Squamous cell carcinoma; Basal cell carcinoma; Actinic keratosis; Computer-aided Diagnostics; Digital dermatology; Technology and Engineering;

   Abstract : The current trends for most fair-skinned populations are that the incidence of melanoma and non-pigmented skin lesions is growing, and this growing trend will continue for the upcoming years. The emergence of deep learning networks and their promising results in solving real-world healthcare problems and improving diagnostic accuracy opens new possibilities. READ MORE

4. 8. Evaluation of Convolutional Neural Networks for Image Quality Classification based on Synthetic Data

   University essay from Lunds universitet/Matematik LTH

   Author : Vendela Nigård; Joar Karlgren Gustavsson; [2022]
   Keywords : Convolutional neural networks; Machine learning; transfer learning; image quality assessment; camera production; image analysis; Mathematics and Statistics;

   Abstract : In camera production the image quality is of utter importance. Several tests during the production ensure this high quality. In this thesis the possibility of creating a final test, that classifies the image quality with the help of machine learning, specifically convolutional neural networks, was investigated. READ MORE

5. 9. An evaluation of eXpress Data Path from a 5G perspective : Offloading packet processing functions of a 5G simulator to a driver context

   University essay from Linköpings universitet/Databas och informationsteknik

   Author : Adrian Byström; Mattias Salo; [2022]
   Keywords : XDP; DPDK; 5G; computer networks; Linux; eXpress Data Path; eBPF; packet processing; XDP; DPDK; 5G; datornätverk; Linux; eXpress Data Path; eBPF; paketprocessering;

   Abstract : The world of computer networks is constantly evolving towards more efficient algorithms and more effective ways of using hardware resources. One of these evolutions is the eXpress Data Path (XDP). XDP is an interrupt based data path in the Linux kernel. XDP uses JIT-compiled programs in a virtual machine in a device driver context. READ MORE

6. 10. Convolutions on graphs for learning vehicle crash behaviour

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

   Author : Daniel Adin; [2021-11-09]
   Keywords : Computer; science; computer science; engineering; graph; convolutions; inite element method; project; thesis;

   Abstract : Convolutional Neural Networks (CNN) have shown successful results in the recent years, especially within the area of image analysis. The idea of learning to predict the result of a crash simulation using machine learning rose from the analogy between images and Finite Element models (FE-models) used in crash simulations. READ MORE