Essays about: "Learning object metadata"

Found 5 essays containing the words Learning object metadata.

1. 1. News article segmentation using multimodal input : Using Mask R-CNN and sentence transformers

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

   Author : Gustav Henning; [2022]
   Keywords : Historical newspapers; Image segmentation; Multimodal learning; Deep learning; Digital humanities; Mask R-CNN; Historiska tidningar; Bildsegmentering; Multimodal inlärning; Djupinlärning; Digital humaniora; Mask R-CNN;

   Abstract : In this century and the last, serious efforts have been made to digitize the content housed by libraries across the world. In order to open up these volumes to content-based information retrieval, independent elements such as headlines, body text, bylines, images and captions ideally need to be connected semantically as article-level units. READ MORE

3. 2. Incorporating Metadata Into the Active Learning Cycle for 2D Object Detection

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

   Author : Karsten Stadler; [2021]
   Keywords : Active learning; Deep Learning; Object detection; Metadata; Nuscenes Nuimages; Gaussian mixture model; Rejection sampling; Monte-Carlo methods; Aktiv Inlärning; Djupinlärning; Objektdetektering; metadata; Nuscenes Nuimages; Gaussisk blandingsmodell; Rejection sampling; Monte-Carlo metoder;

   Abstract : In the past years, Deep Convolutional Neural Networks have proven to be very useful for 2D Object Detection in many applications. These types of networks require large amounts of labeled data, which can be increasingly costly for companies deploying these detectors in practice if the data quality is lacking. READ MORE

4. 3. Unsupervised Learning of Visual Features for Fashion Classification

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

   Author : Sumeet Dhariwal; [2019]
   Keywords : ;

   Abstract : Deep Learning has changed the way computer vision tasks are being solved in the current age. Deep Learning approaches have achieved state-of-the-art results in computer vision problems like image classification, image verification, object detection, and image segmentation. READ MORE

5. 4. Vehicle Counting using Video Metadata

   University essay from Lunds universitet/Institutionen för datavetenskap

   Author : Sebastian Hjelm; Mattias Gustafsson; [2018]
   Keywords : Machine learning; Neural networks; Vehicle detection; CNN; Metadata; Bitrate; QP; Fast; Privacy; Technology and Engineering;

   Abstract : The current field of object detection and image recognition is huge but not without complications. Processing large amounts of high resolution videos needs powerful hardware and also risks breaching the privacy of those who are recorded. READ MORE

6. 5. Linked data for improving student experience in searching e-learning resources

   University essay from Malmö högskola/Fakulteten för teknik och samhälle (TS)

   Author : Julieth Patricia Castellanos Ardila; [2012]
   Keywords : Linked data; Learning object metadata; e-learning resources; collaborative e-learning experience; educational environment; discovering information;

   Abstract : The collection and the use of data on the internet with e-learning purposes are tasks made by many people every day, because of their role as teachers or students. The web provides several data sources with relevant information that could be used in educational environments, but the information is widely distributed, or poorly structured. READ MORE