Sökning: "Convolutional Neural Networks"
Visar resultat 1 - 5 av 301 uppsatser innehållade orden Convolutional Neural Networks.
- Master-uppsats, Lunds universitet/Matematisk statistik
Sammanfattning : Millimeter wave pulsed radar has found many applications, among them hand gesture sensing, which this work has as purpose. This application has already shown good potential, , and here in this work robustness aspects are taken into account. LÄS MER
- Master-uppsats, KTH/Matematisk statistik
Sammanfattning : Many novel graph neural network models have reported an impressive performance on benchmark dataset, but the theory behind these networks is still being developed. In this thesis, we study the trajectory of Gradient descent (GD) and Stochastic gradient descent (SGD) in the loss landscape of Graph neural networks by replicating Xing et al. LÄS MER
- Master-uppsats, Linköpings universitet/Datorseende
Sammanfattning : When creating a photo realistic 3D model of the world using satellite imagery, image classification is an important part of the process. In this thesis the specificpart of automated building extraction is investigated. LÄS MER
- Magister-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)
Sammanfattning : Training algorithms for artificial neural networks depend on parameters called the hyperparameters. They can have a strong influence on the trained model but are often chosen manually with trial and error experiments. LÄS MER
- Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)
Sammanfattning : Depth estimation from 2D images is a fundamental problem in Computer Vision, and is increasingly becoming an important topic for Autonomous Driving. A lot of research is driven by innovations in Convolutional Neural Networks, which efficiently encode low as well as high level image features and are able to fuse them to find accurate pixel correspondences and learn the scale of the objects. LÄS MER