Blar i Department of Electrical and Computer Engineering (TN-IDE) på emneord "convolutional neural networks"
Viser treff 1-5 av 5
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Advanced Deep Learning for Whale detection in VHR Satellite Images
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020)With the use of very high resolution (VHR) satellite images we can locate whales. In this thesis, I have experimented with different advanced architectures in Deep Learning to detect whales in satellite images. I have also ... -
Classifying Dinoflagellates in Palynological Slides Using Convolutional Neural Networks
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020)The petroleum industry is still one of the largest contributors to the Norwegian economy. Experts estimates that of the total reserves on the Norwegian shelf only 52 percent have been discovered. During test drilling, core ... -
Early Detection of Alzheimer’s Disease using 3D Texture Features and 3D Convolutional Neural Networks from structural MRI
(Masteroppgave/UIS-TN-IDE/2018;, Master thesis, 2018-06)In 2016 there was estimated that around 47 million people in the world were living with dementia, and this number were projected to increase to 131 million by 2050. Alzheimer’s disease is the most common type of dementia ... -
Semi-Supervised Image Segmentation of Medical Data
(Masteroppgave/UIS-TN-IDE/2020;, Master thesis, 2020)Bladder cancer is the fourth most common cancer type in Norway, and tenth most common on a global scale. More and more tissue samples are sent to pathologists labs, increasing the workload and affecting the waiting time ... -
Training convolutional neural networks in virtual reality for grasp detection from 3D images
(Masteroppgave/UIS-TN-IDE/2016;, Master thesis, 2016-06-15)The focus of this project has been on training convolutional neural networks for grasp detection with synthetic data. Convolutional neural networks have had great success on a wide variety of computer vision tasks, but ...