Essays about: "assessment of training and development"

Showing result 1 - 5 of 56 essays containing the words assessment of training and development.

  1. 1. Measuring the Utility of Synthetic Data : An Empirical Evaluation of Population Fidelity Measures as Indicators of Synthetic Data Utility in Classification Tasks

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Alexander Florean; [2024]
    Keywords : Synthetic Data; Machine Learning; Population Fidelity Measures; Utility Metrics; Synthetic Data Quality Evaluation; Classification Algorithms; Utility Estimation; Data Privacy; Artificial Intelligence; Experiment Framework; Model Performance Assessment; Syntetisk Data; Maskininlärning; Population Fidelity Mätvärden; Användbarhetsmätvärden; Kvalitetsutvärdering av Syntetisk Data; Klassificeringsalgoritmer; Användbarhetsutvärdering; Dataintegritet; Artificiell Intelligens; AI; Experiment Ramverk; Utvärdering av Modellprestanda;

    Abstract : In the era of data-driven decision-making and innovation, synthetic data serves as a promising tool that bridges the need for vast datasets in machine learning (ML) and the imperative necessity of data privacy. By simulating real-world data while preserving privacy, synthetic data generators have become more prevalent instruments in AI and ML development. READ MORE

  3. 2. Virtual H&E Staining Using PLS Microscopy and Neural Networks

    University essay from Lunds universitet/Matematik LTH

    Author : Sally Vizins; Hanna Råhnängen; [2024]
    Keywords : Deep learning; Virtual staining; Skin tissue; Hematoxylin Eosin; H E; Pathology; Carcinoma; Point light source illumination; Neural Networks; GANs; Generative adversarial networks; CNNs; Convolutional neural networks; Relativistic generative adversarial network; Unet; Digital microscopy; Attention-Unet; Dense-Unet; Mathematics and Statistics;

    Abstract : Histopathological examination, crucial in diagnosing diseases such as cancer, traditionally relies on time- and resource-consuming, poorly standardized chemical staining for tissue visualization. This thesis presents a novel digital alternative using generative neural networks and a point light source (PLS) microscope to transform unstained skin tissue images into their stained counterparts. READ MORE

  4. 3. Image Quality Assessment Pipeline and Semi-Automated Annotation method for Synthetic Data

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

    Author : Liam Le Tran; Edina Dedovic; [2023-10-24]
    Keywords : Facial Expression Recognition; FACS; Action Units; styleGAN2-ada; synthetic data; Image Quality Assessment; Multi-stage Pre-training; Pipeline Processing; Semi-automated Human Annotation;

    Abstract : Predicting human emotions through facial expression, particularly in relation to medication field such as clinical trial settings, has garnered scientific interest in recent years due to significant understanding of the impact of treatment on emotions and social functioning. This thesis aims to improve performance of a FER model using large scale of synthetic data. READ MORE

  5. 4. Sensor based training registration in riding horses : possible association between training regimen and locomotion asymmetry

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Astrid Almkvist; [2023]
    Keywords : training regimens; equisense; locomotion asymmetry; riding horses; lameness locator;

    Abstract : Lameness remains a significant welfare concern in riding horses, with over 50% of documented equine injuries attributed to this condition. The precise quantification of training activities and the objective assessment of asymmetry can contribute substantially to our comprehension of the impact of training on injury occurrence and overall performance in riding horses. READ MORE

  6. 5. FISCAL POLICY AND GENDER INEQUALITY : A CASE OF AGRICULTURE SECTOR IN NIGERIA

    University essay from Södertörns högskola/Nationalekonomi

    Author : Adetutu O Emmanuel; [2023]
    Keywords : ;

    Abstract : Over the years governmental efforts to resolve the issues of gender inequality particularly in the developing countries appear to be less significant, and some scholars have identified this failing as the bane of economic growth and development in such countries. It is argued that the consequences which stems from discrimination against women who constitute about 70% of agricultural labor market in Nigeria and their low empowerment in Nigeria's agriculture sector led to the overall low productivity in the country's agriculture sector. READ MORE