Essays about: "pruning"

Showing result 21 - 25 of 99 essays containing the word pruning.

  1. 21. A Study on Fault Tolerance of Image Sensor-based Object Detection in Indoor Navigation

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

    Author : Yang Wang; [2022]
    Keywords : Gazebo; YOLO; Object detection; Fault tolerance; Fault Injection; Network pruning; Gazebo; YOLO; Objektdetektering; Feltolerans; Felinjektion; Nätverk beskärning;

    Abstract : With the fast development of embedded deep-learning computing systems, applications powered by deep learning are moving from the cloud to the edge. When deploying NN onto the devices under complex environments, there are various types of possible faults: soft errors caused by cosmic radiation and radioactive impurities, voltage instability, aging, temperature variations, etc. READ MORE

  3. 22. Playing the Fox Game With Tree Search: MCTS vs. Alpha-Beta

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

    Author : David Ye; Jacob Trossing; [2022]
    Keywords : Artificial Intelligence; Monte Carlo Tree Search; the Fox Game; Alpha-Beta Pruning; Asymmetrical Game; Perfect Information Game;

    Abstract : The forefront of game playing Artificial Intelligence (AI) has for the better part of 21st century been using an algorithm called Alpha-Beta Pruning (Alpha-Beta). In 2017, DeepMind launched a new AI, based on the algorithm Monte Carlo Tree Search (MCTS), which defeated the former Alpha-Beta based chess AI champion Stockfish. READ MORE

  4. 23. Efficient Algorithms for Proportionality in Spatial Keyword Search

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Georgios Panayiotou; [2021]
    Keywords : ;

    Abstract : Contextually enriched geolocation datasets are abundant in the web nowadays, with keyword-based queries being a useful tool to explore them. A proposed way to perform such queries, returning a k-subset of the available locations is by using spatial object summaries, while considering diversification and proportionality can yield a more representative result with respect to the query’s surroundings. READ MORE

  5. 24. Optimizing web camera based eye tracking system : An investigating of the effect of network pruning and image resolution

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

    Author : Olle Svensson; [2021]
    Keywords : Neural network; deep learning; eye tracking; pruning; computer vision; optimization; Neurala nätvärk; djup inlärning; blickspårning; beskärning; datorseende; optimering;

    Abstract : Deep learning has opened new doors to things that were only imaginable before. When it comes to eye tracking, the advances in deep learning have made it possible to predict gaze using the integrated camera that most mobile and desktop devices have nowadays. READ MORE

  6. 25. PREDICTION OF DRUG INDICATION LIST BY MACHINE LEARNING

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Bolin Wu; [2021]
    Keywords : ;

    Abstract : The motivation of this thesis originates from the cooperation with Uppsala Monitoring Centre, a WHO collaborating centre for international drug monitoring. The research question is how to give a good summary of the drug indication list. READ MORE