Essays about: "self-learning"

Showing result 1 - 5 of 33 essays containing the word self-learning.

1. 1. Self-learning for 3D segmentation of medical images from single and few-slice annotation

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

   Author : Côme Lassarat; [2023]
   Keywords : Self-supervised Learning; Segmentation; Medical images; Självövervakad inlärning; segmentering; medicinska bilder;

   Abstract : Training deep-learning networks to segment a particular region of interest (ROI) in 3D medical acquisitions (also called volumes) usually requires annotating a lot of data upstream because of the predominant fully supervised nature of the existing stateof-the-art models. To alleviate this annotation burden for medical experts and the associated cost, leveraging self-learning models, whose strength lies in their ability to be trained with unlabeled data, is a natural and straightforward approach. READ MORE

3. 2. Semi-automatic Segmentation & Alignment of Handwritten Historical Text Images with the use of Bayesian Optimisation

   University essay from Uppsala universitet/Avdelningen Vi3

   Author : Philip MacCormack; [2023]
   Keywords : handwritten text recognition; machine learning; bayesian optimisation; image analysis; segmentation; alignment;

   Abstract : To effortlessly digitise historical documents has risen to be of great interest for some time. Part of the digitisation is what is called annotating of the data. Such data annotations are obtained in a process called alignment which links words in an image to the transcript. READ MORE

4. 3. Real-time Unsupervised Domain Adaptation

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

   Author : Marc Botet Colomer; [2023]
   Keywords : Unsupervised Domain Adaptation; Real-Time applications; Online Learning; Self-Learning; Semantic Segmentation; Reinforcement Learning; Oövervakad domänanpassning; Realtidsapplikationer; Onlineinlärning; Självinlärning; Semantisk Segmentering; Förstärkningsinlärning;

   Abstract : Machine learning systems have been demonstrated to be highly effective in various fields, such as in vision tasks for autonomous driving. However, the deployment of these systems poses a significant challenge in terms of ensuring their reliability and safety in diverse and dynamic environments. READ MORE

5. 4. Lights, Camera, BERT! : Autonomizing the Process of Reading andInterpreting Swedish Film Scripts

   University essay from Uppsala universitet/Datalogi

   Author : Leon Henzel; [2023]
   Keywords : NLP; Active Learning; Transformers; BERT;

   Abstract : In this thesis, the autonomization of extracting information from PDFs of Swedish film scriptsthrough various machine learning techniques and named entity recognition (NER) is explored.Furthermore, it is explored if labeled data needed for the NER tasks can be reduced to some degreewith the goal of saving time. READ MORE

6. 5. The progression towards data-driven manufactu : A case study of four Swedish factories

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Isak Draganovic; Mohammad Mahmoudi; [2023]
   Keywords : Data-driven manufacturing; M2DDM; Maturity Model for Data-Driven Manufacturing; Industry 4.0; Smart factories; Digital technologies; Data-driven tillverkning; M2DDM; Maturity Model for Data-Driven Manufacturing; Industri 4.0; Smarta fabriker; Digitalateknologier;

   Abstract : Today’s technologies, such as Artificial Intelligence, Internet of Things and Digitals twins, have made data very valuable for most industries. The manufacturing industry is not exempted from this fact. READ MORE