Essays about: "effect of training on performance"

Showing result 1 - 5 of 166 essays containing the words effect of training on performance.

1. 1. AI-based image generation: The impact of fine-tuning on fake image detection

   University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

   Author : Nick Hagström; Anders Rydberg; [2024]
   Keywords : Fake image detection; LoRA; DreamBooth; Stable Diffusion; Image generation;

   Abstract : Machine learning-based image generation models such as Stable Diffusion are now capable of generating synthetic images that are difficult to distinguish from real images, which gives rise to a number of legal and ethical concerns. As a potential measure of mitigation, it is possible to train neural networks to detect the digital artifacts present in the images synthesized by many generative models. READ MORE

3. 2. Exploring older adults' interaction with a gamified memory task. A pilot study to assess usability of the 'Brain Blossom' game

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Hanna Persson; Vida William-Olsson; [2023-11-20]
   Keywords : gamified memory task; explorative study; biometric data; user experience; användarupplevelse; gamifierad minnesuppgift; explorativ studie; biometrisk data;

   Abstract : The research employed a qualitative methodology to gather insights regarding the performance, as well as the emotional and physiological reactions of older adults engaging with the "Brain Blossom" game over three sessions. This was achieved by utilizing self-reported information, encompassing tools such as the Self Assessment Manikin scale and usability experience (UX) questionnaires. READ MORE

4. 3. DIFFERENTIAL OUTCOME TRAINING AND HUMANOID ROBOT FEEDBACK ON A VISUOSPATIAL GAMIFIED TASK: An experimental study investigating learning, affective social engagement cues and cognitive learning strategies

   University essay from Institutionen för tillämpad informationsteknologi

   Author : Alva Markelius; Sofia Sjöberg; [2023-02-01]
   Keywords : Human-robot interaction; gamified memory task; dementia; differential outcome theory; Furhat; engagement; digitalised treatments; robot assistance;

   Abstract : By combining Differential Outcome Training (DOT), the usage of unique stimulus-response pairings, and feedback from a humanoid simulated robot (SDK) this study aims to improve learning performance of subjects on a visuospatial gamified memory task. This is achieved by using the SDK as an interface for an algorithm that provides audiovisual, reinforcing feedback promoting engangement in a new dyadic setup for a gamified task. READ MORE

5. 4. Is a combination of language and vocational training an effective labour market policy for immigrants? - a quantitative study of Swedish municipalities

   University essay from Lunds universitet/Nationalekonomiska institutionen

   Author : Rebecca Olsson; Robin Stoytchev Sulevani; [2023]
   Keywords : Combination education; Swedish for Immigrants SFI ; Vocational training; Labour market policy; Diff-in-Diff.; Business and Economics;

   Abstract : In recent years, Swedish municipalities have introduced programs that combine Swedish language education with vocational training. However, due to the novelty and lack of an established framework, data and research on their effectiveness in improving immigrant labour market performance is limited. READ MORE

6. 5. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Alex Peschel; [2023]
   Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

   Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE