Essays about: "masks"

Showing result 1 - 5 of 92 essays containing the word masks.

  1. 1. Exploring the Depth-Performance Trade-Off : Applying Torch Pruning to YOLOv8 Models for Semantic Segmentation Tasks

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

    Author : Xinchen Wang; [2024]
    Keywords : Deep Learning; Semantic segmentation; Network optimization; Network pruning; Torch Pruning; YOLOv8; Network Depth; Djup lärning; Semantisk segmentering; Nätverksoptimering; Nätverksbeskärning; Fackelbeskärning; YOLOv8; Nätverksdjup;

    Abstract : In order to comprehend the environments from different aspects, a large variety of computer vision methods are developed to detect objects, classify objects or even segment them semantically. Semantic segmentation is growing in significance due to its broad applications in fields such as robotics, environmental understanding for virtual or augmented reality, and autonomous driving. READ MORE

  3. 2. The Impact of Export Restrictions on International Trade in Medical Products : An Analysis of Supply Chain Disruptions between China and the United States during the Covid-19 Pandemic

    University essay from SLU/Dept. of Economics

    Author : Elisabeth Gebretsadkan; [2023]
    Keywords : Export; supply chains; trade value; Covid-19;

    Abstract : This thesis investigates the impact of export restrictions on supply chains within the medical supply industry during the Covid-19 pandemic. A multiple linear regression model is estimated on monthly data between January 2020 to December 2022. READ MORE

  4. 3. Impact of Work from Home on Developers’ Working Habits, Perceived Productivity, and Team Dynamics during the COVID-19 Pandemic.

    University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Author : Pranay Raj Nallanagula; [2023]
    Keywords : Work from home WFH ; team dynamics; perceived productivity; Software developers; Software Engineering SE .;

    Abstract : Background: In 2019, the world witnessed a novel coronavirus emerge in Wuhan, China. In a very short amount of time, the viral infection became a global pandemic. This resulted in a significant change in both work life and personal life. READ MORE

  5. 4. Enhancing path following drone : using image-based sensor matrix

    University essay from Blekinge Tekniska Högskola/Institutionen för matematik och naturvetenskap

    Author : Lakshmi Sai Krishna Yarru; Timothy Frazer Penugonda; [2023]
    Keywords : drone;

    Abstract : Drones are a fascinating form of transport and have the potential to dominate transportation in the future. Drones are usually faster and are unstable when flying in the air. Drones can be automated in many ways to realize various applications, one of which is a path following drone. READ MORE

  6. 5. Aggregating predictions of a yeast semantic segmentation model : Reducing a pixel classifier into a binary image classifier

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

    Author : Ali Muquri; [2023]
    Keywords : ;

    Abstract : The introduction of machine learning in clinical microbiology is important for aiding clinical laboratories with highly repetitive tasks that are fatiguing, error-prone, and require long employee training time due to the complex nature of the task. A challenging task that belongs to the subareas that need assistance is yeast detection in fluorescence microscopy where various yeast morphologies exist. READ MORE