Essays about: "object detection"

Showing result 1 - 5 of 403 essays containing the words object detection.

  1. 1. Fault detection power of unit and system testing in Java open source projects

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : ANDREEA SULUGIU; [2021-07-06]
    Keywords : Software testing; unit test; system test; test categorization; bugs; project; thesis; fault detection;

    Abstract : Testing is one of the most crucial steps in providing quality for software products.Two key and heavily used testing levels are unit and system testing, each level hav ing different benefits and drawbacks. For their testing process a software team needsto decide where the focus and effort should be put, often by creating a strategy fortesting. READ MORE

  3. 2. Ocean Exploration with Artificial Intelligence

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Sarah Al-Khateeb; Lisa Bodlak; [2021-07-06]
    Keywords : computer science; deep learning; generative adversarial networks; data augmentation; object detection; underwater image; computer vision;

    Abstract : Large and diverse data is crucial to train object detection systems properly andachieve satisfactory prediction performance. However, in some areas, such as ma rine science, gathering sufficient data is challenging and sometimes even infeasible.Working with limited data can result in overfitting and poor performance. READ MORE

  4. 3. RISK ESTIMATION FOR PERCEPTION FAILURES IN AUTOMATED DRIVING

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Love Nilsson; [2021-06-15]
    Keywords : ;

    Abstract : The failure of sensors to perceive the environment correctly is one of the primarysources of risk that needs to be quantified in the development of active safetyfeatures for autonomous vehicles. By extracting training data from the CARLAsimulator, an object detector was trained to simulate a perception system ofan autonomous vehicle. READ MORE

  5. 4. Application of Machine Learning Algorithms for Post Processing of Reference Sensors

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : VASILIKI LAMPROUSI; [2021-04-01]
    Keywords : Object detection; machine learning; camera; sensors; semi-supervised learning;

    Abstract : The Autonomous Drive (AD) systems and Advanced Driver Assistance Systems(ADAS) in the current and future generations of vehicles include a large numberof sensors which are used to perceive the vehicle’s surroundings. The productionsensors of these vehicles are verified and validated against reference data that areoriginated from high-accurate reference sensors that are placed in a reference roofbox at the top of the vehicle. READ MORE

  6. 5. Carta ex Machina: Testing object-based machine learning and unsupervised classification in land use change detection mapping in the semi-arid governorate of Sidi Bouzid, Tunisia

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Kristian Emil Havnsgaard Paludan; [2021]
    Keywords : Change detection; Land use mapping; LANDSAT MSS; LANDSAT TM; GEOBIA; Random Forest classification; ISODATA cluster classification; Object-based classification; Semi-arid agriculture; Irrigation mapping; Earth and Environmental Sciences;

    Abstract : Sidi Bouzid, Tunisia is an inland governorate in Tunisia that has undergone a rapid agricultural and urban development since the Tunisian independence in 1952 from being a rural and largely nomadic region into a hub of irrigated agriculture. In 2010 Mohamed Bouazizi sparked the Tunisian revolution by lighting himself on fire int he city of Sidi Bouzid, with some blaming the inequality and water scarcity created by this rapid expansion in the irrigation farming as an important cause (Bayat, 2017; Malka, 2018). READ MORE