Essays about: "convolutional neuralt nätverk"

Showing result 21 - 25 of 66 essays containing the words convolutional neuralt nätverk.

1. 21. Fire detection in industrial environments

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Otto Zell; Joel Pålsson; [2022]
   Keywords : ;

   Abstract : Bränder är väldigt destruktiva, och när de bryter ut påverkar de allt runt omkring. Det bästa sättet att minimera skada från bränder är att upptäcka de tidigtinnan de brytit ut ordetnligt, detta handlar ofta om sekunder som gör skillnad. READ MORE

3. 22. Designing Convolutional Neural Networks for Classification of Metastatic Tissue in the Lymph Nodes : Evaluation of the Effect of Feature Map Distributions Across Convolutional Layers on Network Performance

   University essay from KTH/Datavetenskap

   Author : Pere Ginebra Solanellas; [2022]
   Keywords : ;

   Abstract : Cancer is one of the leading causes of mortality in the world. It is estimated that about 20% of males and 17% of females will suffer it at some point in their lives, while 13% of males and 9% of females will die from it [1]. Cancer is caused by abnormal cell growth which can spread through the body in a process called metastasis. READ MORE

4. 23. Semantic segmentation of off-road scenery on embedded hardware using transfer learning

   University essay from KTH/Mekatronik

   Author : Filip Elander; [2021]
   Keywords : Semantic Segmentation; forestry navigation; Deep Neural Network; autonomous navigation; residual neural network; Convolutional neural network; Semantisk Segmentering; Autonom Terrängnavigering; Residuala Nätverk; Konvolutionellt Neuralt Nätverk; Autonom navigering;

   Abstract : Real-time semantic scene understanding is a challenging computer vision task for autonomous vehicles. A limited amount of research has been done regarding forestry and off-road scene understanding, as the industry focuses on urban and on-road applications. READ MORE

5. 24. Pre-planning of Individualized Ankle Implants Based on Computed Tomography - Automated Segmentation and Optimization of Acquisition Parameters

   University essay from KTH/Fysik

   Author : Matilda Engström Messén; Elvira Moser; [2021]
   Keywords : osteochondral lesions of the talus; computed tomography; U-net; convolutional neural network; dice coefficient; fotled; ledbrosk; osteochondral lesion of the talus; datortomografi; U-net; convolutional neuralt nätverk; dicekoefficient;

   Abstract : The structure of the ankle joint complex creates an ideal balance between mobility and stability, which enables gait. If a lesion emerges in the ankle joint complex, the anatomical structure is altered, which may disturb mobility and stability and cause intense pain. READ MORE

6. 25. Development of a Software Reliability Prediction Method for Onboard European Train Control System

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

   Author : Guillaume Pierre Longrais; [2021]
   Keywords : Machine Learning; Software Reliability Growth Prediction; Linear Regression; Artificial Neural Network; Multi-Layer Perceptron; Imperialist Competitive Algorithm; Long Short-Term Memory Network; Convolutional Neural Network; Maskininlärning; förutsägelse av tillväxten av programvarans tillförlitlighet; linjär regression; artificiellt neuralt nätverk; flerskikts-perceptron; imperialistisk konkurrensalgoritm; nätverk med långt korttidsminne; konvolutionellt neuralt nätverk;

   Abstract : Software prediction is a complex area as there are no accurate models to represent reliability throughout the use of software, unlike hardware reliability. In the context of the software reliability of on-board train systems, ensuring good software reliability over time is all the more critical given the current density of rail traffic and the risk of accidents resulting from a software malfunction. READ MORE