Essays about: "image synthesis"
Showing result 1 - 5 of 66 essays containing the words image synthesis.
-
1. Parameters
University essay from Lunds universitet/IndustridesignAbstract : Abstract This project delves into the interplay of physical interfaces of electronic devices and the creative act of making music. Through a literature review, it was understood that there are key UI & UX principles which need to be followed in the development of user-friendly products of this type. READ MORE
-
2. EVALUATING PERFORMANCE OF GENERATIVE MODELS FOR TIME SERIES SYNTHESIS
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Motivated by successes in the image generation domain, this thesis presents a novel Hybrid VQ-VAE (H-VQ-VAE) approach for generating realistic synthetic time series data with categorical features. The primary motivation behind this work is to address the limitations of existing generative models in accurately capturing the underlying structure and patterns of time series data, especially when dealing with categorical features. READ MORE
-
3. Modeling, Simulation, and Injection of Camera Images/Video to Automotive Embedded ECU : Image Injection Solution for Hardware-in-the-Loop Testing
University essay from Uppsala universitet/Signaler och systemAbstract : Testing, verification and validation of sensors, components and systems is vital in the early-stage development of new cars with computer-in-the-car architecture. This can be done with the help of the existing technique, hardware-in-the-loop (HIL) testing which, in the close loop testing case, consists of four main parts: Real-Time Simulation Platform, Sensor Simulation PC, Interface Unit (IU), and unit under test which is, for instance, a Vehicle Computing Unit (VCU). READ MORE
-
4. Generating Synthetic Training Data with Stable Diffusion
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : The usage of image classification in various industries has grown significantly in recentyears. There are however challenges concerning the data used to train such models. Inmany cases the data used in training is often difficult and expensive to obtain. Furthermore,dealing with image data may come with additional problems such as privacy concerns. READ MORE
-
5. 3D Texture Synthesis Using Graph Neural Cellular Automata
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In recent years, texture synthesis has been a heated topic in computer graphics, and the development of advanced algorithms for generating high-quality 3D textures is an area of active research. A recently proposed model, Neural Cellular Automata, can synthesize realistic 2D texture images or videos. READ MORE
