Essays about: "general applications of computer"

Showing result 16 - 20 of 72 essays containing the words general applications of computer.

1. 16. Deep Learning Semantic Segmentation of 3D Point Cloud Data from a Photon Counting LiDAR

   University essay from Linköpings universitet/Datorseende

   Author : Caspian Süsskind; [2022]
   Keywords : Deep Learning; Machine Learning; Computer vision; Semantic Segmentation; Photon Counting LiDAR; LiDAR; Point Cloud; 3D Data; Point Cloud Segmentation; Point Classification; Convolutional Neural Network; CNN; SPVCNN; Djupinlärning; LiDAR; fotonräknande LiDAR; semantisk segmentering; datorseende; punktmoln; maskininlärning;

   Abstract : Deep learning has shown to be successful on the task of semantic segmentation of three-dimensional (3D) point clouds, which has many interesting use cases in areas such as autonomous driving and defense applications. A common type of sensor used for collecting 3D point cloud data is Light Detection and Ranging (LiDAR) sensors. READ MORE

3. 17. 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

4. 18. Creating a workflow of 3D building data in a municipality context

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Tom Bendiksen; [2021]
   Keywords : Physical Geography and Ecosystem analysis; 3D City Models; 3D Building Models; CityGML; CityJSON; 3DCityDB; NS Building; 3D City Information Modeling; Geomatics; Earth and Environmental Sciences;

   Abstract : 3D city models are valuable tools for visualization and analytical purposes in the urban environment. A popular format for city models is CityGML, an open data model that can be used for storage and exchange of 3D city models. READ MORE

5. 19. Urban change detection on satellites using deep learning : A case of moving AI into space for improved Earth observation

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

   Author : Oliver Petri; [2021]
   Keywords : machine learning; deep learning; change detection; remote sensing; siamese CNN; on-board data processing; satellites; maskininlärning; djupinlärning; förändringsdetektion; fjärranalys; siamesiska CNN; databehandling ombord; satelliter;

   Abstract : Change detection using satellite imagery has applications in urban development, disaster response and precision agriculture. Current deep learning models show promising results. However, on-board computers are typically highly constrained which poses a challenge for deployment. READ MORE

6. 20. Investigation of dynamic control ML algorithms on existing and future Arm microNPU systems

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Joel Åhlund; David Cordesius; [2021]
   Keywords : Dynamic control; NPU; MTCNN; Machine learning; Neural networks; Technology and Engineering;

   Abstract : In this thesis, dynamically controlled machine learning algorithms running on state of the art Arm microNPUs, with an attached Cortex-M CPU, were investigated. The machine learning framework used was Tensorflow and different subsets of it, such as Tensorflow Lite micro. READ MORE