Essays about: "Generating images"

Showing result 1 - 5 of 133 essays containing the words Generating images.

1. 1. Using NeRF- and Mesh-Based Methods to Improve Visualisation of Point Clouds

   University essay from Lunds universitet/Matematik LTH

   Author : Vilma Ylvén; Oscar Montelin; [2024]
   Keywords : Technology and Engineering; Mathematics and Statistics;

   Abstract : In recent years, the field of generating synthetic images from novel view points has seen some major improvements. Most importantly with the publication of Neural Radiance Fields allowing for extremely detailed and accurate 3D novel views. READ MORE

3. 2. Visualization and analysis of object states using diffusion models and PyTorch

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Christopher Nyberg; [2024]
   Keywords : ;

   Abstract : Artificial Intelligence (AI) is an extremely rapidly growing field in modern technology. As the applications of AI expand, the ability to accurately analyze and predict the condition of various objects through various models has profound implications across numerous industries. READ MORE

4. 3. 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

5. 4. Ultrasound neural style transfer using domain specific features

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Madelene Alanenpää; [2023]
   Keywords : ;

   Abstract : Ultrasound imaging is a widely used fast, low-cost, and non-invasive modality for monitoringfetal development during pregnancy and identifying potential problems or other injuries.However, interpreting the images may be difficult due to the noisy appearance and requiresextensive training of sonographers. 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