Essays about: "deep learning-based clustering model"
Found 5 essays containing the words deep learning-based clustering model.
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1. Point clouds in the application of Bin Picking
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : Automatic bin picking is a well-known problem in industrial automation and computer vision, where a robot picks an object from a bin and places it somewhere else. There is continuous ongoing research for many years to improve the contemporary solution. READ MORE
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2. Unsupervised Machine Learning Based Anomaly Detection in Stockholm Road Traffic
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis is a study of anomaly detection in vehicle traffic data in central Stockholm. Anomaly detection is an important tool in the analysis of traffic data for improved urban planing. Two unsupervised machine learning models are used, the DBSCAN clustering model and the LSTM deep learning neural network. READ MORE
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3. Radar Detection Using Deep Learning
University essay from Lunds universitet/Matematik LTHAbstract : This thesis aims to reproduce and improve a paper about dynamic road user detection on 2D bird's-eye-view radar point cloud in the context of autonomous driving. We choose RadarScenes, a recent large public dataset, to train and test deep neural networks. READ MORE
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4. A study of transfer learning on data-driven motion synthesis frameworks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Various research has shown the potential and robustness of deep learning-based approaches to synthesise novel motions of 3D characters in virtual environments, such as video games and films. The models are trained with the motion data that is bound to the respective character skeleton (rig). READ MORE
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5. Automated tracking and analysis of mouse whisker movements
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Whisking behaviour, observed in animals like rodents and marsupials, have been of great interest to neuroscientists, as a model for the study of mechanisms behind active sensing. Most of the studies of the whisking behaviour utilize video recordings of the movement. READ MORE