Essays about: "Generating synthetic data set"

Showing result 1 - 5 of 11 essays containing the words Generating synthetic data set.

1. 1. 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

3. 2. Deep convolution neural network for attention decoding in multi-channel EEG with conditional variational autoencoder for data augmentation

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : M Asjid Tanveer; [2023]
   Keywords : Technology and Engineering;

   Abstract : Objectives: This project aims to develop a deep learning-based attention decoding system that can distinguish between noise and speech in noise and also identify the direction of attended speech from the brain data recorded with electroencephalography (EEG) instruments. Two deep convolutional neural network (DCNN) models will be designed: (1) one DCNN model capable of classifying incoming segments of sound as speech or speech in background noise, and (2) one DCNN model identifying the direction (left vs. READ MORE

4. 3. EMBODIED QUESTION ANSWERING IN ROBOTIC ENVIRONMENT Automatic generation of a synthetic question-answer data-set

   University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

   Author : Ali Aruqi; [2021-11-12]
   Keywords : Embodied Question Answering; Question Generation; Spatial Relations; Synthetic Data-sets; Multi-Modality;

   Abstract : Embodied question answering is the task of asking a robot about objects in a 3D environment. The robot has to navigate the environment, find the entities in question, and then stop to answer the question. The answering system consists of navigation and visual-question-answering components. READ MORE

5. 4. Synthetic Image Generation Using GANs : Generating Class Specific Images of Bacterial Growth

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Marianne Mattila; [2021]
   Keywords : Synthetic image generation; synthetic data; generative model; GAN; GAN evaluation;

   Abstract : Mastitis is the most common disease affecting Swedish milk cows. Automatic image classification can be useful for quickly classifying the bacteria causing this inflammation, in turn making it possible to start treatment more quickly. However, training an automatic classifier relies on the availability of data. READ MORE

6. 5. The configuration model for multi-layer networksformation

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Katarzyna Kowalczyk; [2021]
   Keywords : ;

   Abstract : Generating synthetic network data is a significant part of network analysis. One of the main challenges in generating synthetic networks is to preserve features observed inreality. For a long time, our social connections were mostly simulated by graphs, imitating some features, e.g. READ MORE