Essays about: "styleGAN2-ada"

Found 2 essays containing the word styleGAN2-ada.

1. 1. 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

3. 2. 3D avatar synthesis

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

   Author : Flavia Garcia Vazquez; [2021]
   Keywords : Generative Adversarial Network; Texture; Shape; 3D Morphable Model.; Generativt kontroversiellt nätverk; struktur; form; 3D-morphable-läge.;

   Abstract : The steep growth of video-games is demanding a higher amount of characters in the games. The process of generating characters is very expensive and time consuming. Consequently, this process doesn’t cover the current demands and could be optimized by developing a generative model able to synthesize high- quality 3D avatar faces within minutes. READ MORE