Essays about: "Visual Data Encoding"

Showing result 1 - 5 of 12 essays containing the words Visual Data Encoding.

  1. 1. Where to Fuse

    University essay from Lunds universitet/Matematisk statistik

    Author : Lukas Petersson; [2024]
    Keywords : Technology and Engineering;

    Abstract : This thesis investigates fusion techniques in multimodal transformer models, focusing on enhancing the capabilities of large language models in understanding not just text, but also other modalities like images, audio, and sensor data. The study compares late fusion (concatenating modality tokens after separate encoding) and early fusion (concatenating before encoding) techniques, examining their respective advantages and disadvantages. READ MORE

  3. 2. A study on how a dashboard for energy data visualisations can be designed to be usable and inspire pro-environmental behaviour in an industry setting

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Sofie Drugge Eneroth; Alice Elkjaer; [2023]
    Keywords : Usability; learnability; subjective satisfaction; behavioural change; energy data visualisations; HCD; eco-feedback; personas; prototyping;

    Abstract : An essential part of combating climate change is to reduce energy consumption. As the industrial sector was accountable for approximately a third of the total global carbon dioxide equivalents in 2019, it is crucial for industries to manage their energy usage. READ MORE

  4. 3. Recognition of Handwritten Swedish Sentences With Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Hussain Kara Fallah; [2023]
    Keywords : ;

    Abstract : This study attempts the task of handwritten text recognition within the context of the Swedish language. It examines the applicability of deep neural networks to comprehend handwritten Swedish texts, specifically leveraging the Labors Memory Dataset. READ MORE

  5. 4. Perception accuracy and user acceptance of legend designs for opacity data mapping in GIS

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Jonas Tillman; [2022]
    Keywords : GIS; Data Visualisation; Legends; Opacity; Transparency; Visual Data Encoding; Perception; Earth and Environmental Sciences;

    Abstract : In a GIS system, the need to encode geospatial data without standardized cartographic representations, such as population data, weather information, etc., on top of a map is common. This can be done with a layer on top of a base map, with the effect that the base map is partially or fully hidden. READ MORE

  6. 5. Making Video Streaming More Efficient Using Per-Shot Encoding

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Douglas Gådin; Fanny Hermanson; Anton Marhold; Joel Sikström; Johan Winman; [2022]
    Keywords : per-shot encoding; video streaming; encoding; transcoding; per-shot kodning; videoströmmning; videokodning; transkodering;

    Abstract : The demand for streaming high-quality video increases each year and the energy used by consumers is estimated to increase by 23% from 2020 to 2030. The largest contributor to this is increased data transmission. READ MORE