Essays about: "Automatic Annotation"

Showing result 1 - 5 of 28 essays containing the words Automatic Annotation.

  1. 1. Review and Analysis of single-cell RNA sequencing cell-type identification and annotation tools

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Corentin Raoux; [2021]
    Keywords : Single-cell RNA sequencing; Automatic cell types annotation; Classification; Benchmark; Evaluation; Encells-RNA-sekvensering; Automatisk annotering av celltyper; Klassificering; Riktmärke; Värdering;

    Abstract : Single-cell RNA-sequencing makes possible to study the gene expression at the level of individual cells. However, one of the main challenges of the single-cell RNA-sequencing analysis today, is the identification and annotation of cell types. READ MORE

  2. 2. Dataset Generation in a Simulated Environment Using Real Flight Data for Reliable Runway Detection Capabilities

    University essay from Mälardalens högskola/Akademin för innovation, design och teknik; Mälardalens högskola/Akademin för innovation, design och teknik

    Author : Emil Tagebrand; Emil Gustafsson Ek; [2021]
    Keywords : Neural Network; Convolutional Neural Network; CNN; Runway Detection; Landing Scenarios; Dataset Generation; Dataset; Dataset Augmentation; Object Detection; Aviation; ADS-B; Flight Data; Reliable Runway Detection; Simulated Environments; Automatic Annotation; Dataset Variation; Dataset Analysis;

    Abstract : Implementing object detection methods for runway detection during landing approaches is limited in the safety-critical aircraft domain. This limitation is due to the difficulty that comes with verification of the design and the ability to understand how the object detection behaves during operation. READ MORE

  3. 3. Improving Automatic Image Annotation Using Metadata

    University essay from Linköpings universitet/Datorseende

    Author : Gustav Wahlquist; [2021]
    Keywords : Computer vision; deep learning; instance segmentation;

    Abstract : Detecting and outlining products in images is beneficial for many use cases in e-commerce, such as automatically identifying and locating products within images and proposing matches for the detections. This study investigated how the utilisation of metadata associated with images of products could help boost the performance of an existing approach with the ultimate goal of reducing manual labour needed to annotate images. READ MORE

  4. 4. Semi-Automatic Annotation and Gathering of Marine Images

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Dennis Phan; Samuel Rosenqvist; [2021]
    Keywords : Technology and Engineering;

    Abstract : .... READ MORE

  5. 5. Automatic magnetic resonance brain volume measurements to assess the effect of minimised blood sample extraction on brain development in extremely preterm infants

    University essay from Lunds universitet/Läkarutbildningen

    Author : Hickmat Hamie; [2021]
    Keywords : Magnetic resonance imaging; Brain development; Prematurity; Medicine and Health Sciences;

    Abstract : Aim: To evaluate a pipeline for automatic MRI brain segmentation and volumetric tissue structure quantification in a cohort of extremely preterm infants. Methods: 13 extremely preterm neonates underwent MRI-scanning at a term equivalent age. Seven of these subjects had suitable MRI sequences and were analyzed in the pipeline. READ MORE