Essays about: "Automatic Detection"

Showing result 16 - 20 of 318 essays containing the words Automatic Detection.

  1. 16. Sim2Real: Generating synthetic images from industry CAD models with domain randomization

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Duruo Li; [2023]
    Keywords : ;

    Abstract : Deep learning methods for computer vision applications require massive visual data for model training. Although it is possible to utilize public datasets such as ImageNet, MS COCO, and CIFAR-100, it becomes problematic when there is a need for more task-specific data when new training data collection typically is needed. READ MORE

  3. 17. Evaluation of the auroral large imagining system for automatic space debris detection

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Pulmu Pietikäinen; [2023]
    Keywords : Space debris; optical system; auroral imager;

    Abstract : The performance of the auroral large imagining system (ALIS_4D) and an automatic track detection algorithm was evaluated for space debris surveillance and tracking. The evaluation of the ALIS_4D was done through a numerical simulation and data annotations, while the track detection results were manually evaluated. READ MORE

  4. 18. Semi-Automatic ImageAnnotation Tool

    University essay from Linköpings universitet/Reglerteknik

    Author : Miranda Alvenkrona; Tilda Hylander; [2023]
    Keywords : annotation; machine learning; annotation tool; image annotation; object detection; selective annotation; re-training;

    Abstract : Annotation is essential in machine learning. Building an accurate object detec-tion model requires a large, diverse dataset, which poses challenges due to thetime-consuming nature of manual annotation. This thesis was made in collabora-tion with Project Ngulia, which aims at developing technical solutions to protectand monitor wild animals. READ MORE

  5. 19. Empirical Comparison Between Conventional and AI-based Automated Unit Test Generation Tools in Java

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Marios Gkikopouli; Batjigdrel Bataa; [2023]
    Keywords : Software Testing; Unit Testing; Automatic Test Case Generation; AI; Defects4J; Experiment; ;

    Abstract : Unit testing plays a crucial role in ensuring the quality and reliability of software systems. However, manual testing can often be a slow and time-consuming process. With current advancements in artificial intelligence (AI), new tools have emerged for automated unit testing to address this issue. READ MORE

  6. 20. Automatic Detection of Structural Deformations in Batteries from Imaging data using Machine Learning : Exploring the potential of different approaches for efficient structural deformation detection

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

    Author : Maira Khan; [2023]
    Keywords : CT scan; electrode peaks; jelly roll; keypoints; structural deformation; traditional computer vision; deep neural network; CT-skanning; elektrodtoppar; gelérulle; nyckelpunkter; strukturell deformation; Traditionellt datorseende; djupt neuralt nätverk;

    Abstract : The increasing occurrence of structural deformations in the electrodes of the jelly roll has raised quality concerns during battery manufacturing, emphasizing the need to detect them automatically with the advanced techniques. This thesis aims to explore and provide two models based on traditional computer vision (CV) and deep neural network (DNN) techniques using computed tomography (CT) scan images of jelly rolls to ensure that the product is of high quality. READ MORE