Essays about: "document object detection"

Showing result 1 - 5 of 8 essays containing the words document object detection.

1. 1. Object Detection via Contextual Information

   University essay from Linköpings universitet/Institutionen för systemteknik

   Author : Lovisa Stålebrink; [2022]
   Keywords : computer vision; machine learning; object detection; deep learning; contextual information; transformers; document object detection; datorseende; maskininlärning; objektdetektion; djupinlärning; kontextuell information; transformer; detektering av dokumentobjekt;

   Abstract : Using computer vision to automatically process and understand images is becoming increasingly popular. One frequently used technique in this area is object detection, where the goal is to both localize and classify objects in images. Today's detection models are accurate, but there is still room for improvement. READ MORE

3. 2. Layout Analysis on modern Newspapers using the Object Detection model Faster R-CNN

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

   Author : Mikaela Funkquist; [2022]
   Keywords : Document Layout Analysis; Newspapers; Object Detection; Faster R-CNN; Deep Learning; Dokument Layout Analys; Tidningar; Objektdetektering; Faster R-CNN; Djupinlärning;

   Abstract : As society is becoming more and more digitized the amount of digital data is increasing rapidly. Newspapers are one example of this, that many Libraries around the world are storing as digital images. READ MORE

4. 3. Self-Learning Methodology for Failure Detection in an Oil- Hydraulic Press : Predictive maintenance

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

   Author : Diego Alonso Guillen Rosaperez; [2020]
   Keywords : Signal Processing; Deep Learning; Machine Learning; Predictive Maintenance; Anomaly Detection.; Signalbehandling; djupinlärning; maskininlärning; förutsägbart underhåll; upptäckt av avvikelser.;

   Abstract : Deep Learning methods have dramatically improved the state-of-the-art across multiple fields, such as speech recognition, object detection, among others. Nevertheless, its application on signal processing, where data is frequently unlabelled, has received relatively little attention. READ MORE

5. 4. OBJECT DETECTION: MODEL COMPARISON ON AUTOMATED DOCUMENT CONTENT INTERPRETATION - A performance evaluation of common object detection models

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Henrik Eklund; [2019]
   Keywords : ;

   Abstract : Manually supervising a million documents yearly becomes an exhaustive task. A step towards automating this process is to interpret and classify the contents of a document. READ MORE

6. 5. Understanding Structured Documents with a Strong Layout

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Romeyn Marc; [2017]
   Keywords : ;

   Abstract : This work will focus on named entity recognition on documents with a strong layout using deep recurrent neural networks. Examples of such documents are receipts, invoices, forms and scientific papers, the latter of which will be used in this research. The problem of NER on structured documents is modeled in different ways. READ MORE