Essays about: "Automatic Annotation"

Showing result 6 - 10 of 42 essays containing the words Automatic Annotation.

1. 6. Monolingual and Cross-Lingual Survey Response Annotation

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Yahui Zhao; [2023]
   Keywords : transfer learning; zero-shot cross-lingual transfer; model-based transfer; multilingual pre-trained language models; sequence labeling; open-ended questions; democracy;

   Abstract : Multilingual natural language processing (NLP) is increasingly recognized for its potential in processing diverse text-type data, including those from social media, reviews, and technical reports. Multilingual language models like mBERT and XLM-RoBERTa (XLM-R) play a pivotal role in multilingual NLP. READ MORE

3. 7. Semi-Automatic ImageAnnotation Tool

   University essay from Linköpings universitet/Reglerteknik

   Author : Miranda Alvenkrona; Tilda Hylander; [2023]
   Keywords : annotation; machine learning; annotation tool; image annotation; object detection; selective annotation; re-training;

   Abstract : Annotation is essential in machine learning. Building an accurate object detec-tion model requires a large, diverse dataset, which poses challenges due to thetime-consuming nature of manual annotation. This thesis was made in collabora-tion with Project Ngulia, which aims at developing technical solutions to protectand monitor wild animals. READ MORE

4. 8. Automatic Generation Of Graphical Editors From Graphical Notation Specifications

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

   Author : Joakim Korhonen; Gloria Ninsiima; [2023]
   Keywords : ;

   Abstract : The use of graphical editors in model-driven engineering has increased as they simplify the design of domain systems by allowing users to manipulate elements using diagrams. This helps developers by elaborating systems and making them easier to analyze with visual representations and with less coding. READ MORE

5. 9. Data Generation in Metal Recycling Using Unconditional Diffusion Models

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Andersson Sebastian; [2023]
   Keywords : Machine learning; diffusion model; unconditional diffusion model; data generation; generative model;

   Abstract : Combitech AB was interested in how to automate the process of annotating aluminum scrap when it was adjacent to other metals. This was to ultimately create an annotated dataset that could be utilized for training a segmentation model. The idea was to make use of generative models to generate samples of general scrap metals. READ MORE

6. 10. Automatic object detection and tracking for eye-tracking analysis

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Liv Cederin; Ulrika Bremberg; [2023]
   Keywords : Computer Vision; Object Detection; Object Tracking; Eye-Tracking; Annotation; Deblurring; Deep Learning; Motion Blur;

   Abstract : In recent years, eye-tracking technology has gained considerable attention, facilitating analysis of gaze behavior and human visual attention. However, eye-tracking analysis often requires manual annotation on the objects being gazed upon, making quantitative data analysis a difficult and time-consuming process. READ MORE