Essays about: "Object Recognition"

Showing result 1 - 5 of 186 essays containing the words Object Recognition.

1. 1. Dynamic Mixed Reality AssemblyGuidance Using Optical Recognition Methods

   University essay from KTH/Industriell produktion

   Author : Harpa Hlíf Guðjónsdóttir; Gestur Andrei Ólafsson; [2022]
   Keywords : Manufacturing; Mixed Reality; Augmented Reality; Assembly Guidance; Object Recognition; HoloLens 2; Vuforia Engine; Unity; Mixed Reality Toolkit; Tillverkning; Blandad Verklighet; Förstärkt Verklighet; Monteringsvägledning; Objektigenkänning; HoloLens 2; Unity; Vuforia Engine; Mixed Reality Toolkit;

   Abstract : Mixed Reality (MR) is an emerging paradigm in industry. While MR equipment and software have taken great technological strides in past years, standardized methods and workflows for developing MR systems for industry have not been widely adopted for many tasks. This thesis proposes a dynamic MR system for an assembly process. READ MORE

3. 2. Semi-Supervised Plant Leaf Detection and Stress Recognition

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

   Author : Márk Antal Csizmadia; [2022]
   Keywords : Deep Learning; Object Detection; Semi-Supervised Learning; Semi-Supervised Object Detection; Computer Vision; Djupinlärning; Objektdetektering; Semi-övervakad inlärning; Semi-övervakad objektdetektering; datorseende;

   Abstract : One of the main limitations of training deep learning-based object detection models is the availability of large amounts of data annotations. When annotations are scarce, semi-supervised learning provides frameworks to improve object detection performance by utilising unlabelled data. READ MORE

4. 3. A Deep Learning Based Approach to Object Recognition from LiDAR Data Along Swedish Railroads

   University essay from KTH/Fastigheter och byggande

   Author : Egil Morast; [2022]
   Keywords : Deep learning; DGCNN; LiDAR; Object recognition; Railroad; Automatisation; Sweden; Point cloud; Djupinlärning; DGCNN; LiDAR; Objektigenkänning; Järnväg; Automatisering; Sverige; Punktmoln;

   Abstract : Malfunction in the overhead contact line system is a common cause of disturbances in the train traffic in Sweden. Due to the preventive methods being inefficient, the Swedish Transport Administration has stated the need to develop the railroad maintenance services and has identified Artificial Intelligence (AI) as an important tool for this undertaking. READ MORE

5. 4. Benchmarking Object Detection Algorithms for Optical Character Recognition of Odometer Mileage

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Mandus Hjelm; Eric Andersson; [2022]
   Keywords : Computer vision; machine learning; neural networks; object detection; optical character recognition; odometer; transfer learning;

   Abstract : Machine learning algorithms have had breakthroughs in many areas in the last decades. The hardest task, to solve with machine learning, was solving tasks that humans solve intuitively, e.g. understanding natural language or recognizing specific objects in images. READ MORE

6. 5. VTG-Fusion : A GAN-ViT-Based Infrared and Visible ImageFusion Method

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

   Author : Geng Jiaqi; [2022]
   Keywords : Infrared and visible image fusion; deep learning; Generative adversarial network; Transformer; Infraröd och synlig bildfusion; djupinlärning; GAN; Transformator;

   Abstract : Infrared and visible image fusion targets generating one image with texture details from visible images and highlighted objects from the infrared images. It has been widely used in object recognition and object detection. READ MORE