Essays about: "vision inspection thesis"

Showing result 1 - 5 of 24 essays containing the words vision inspection thesis.

1. 1. Few-Shot Learning for Quality Inspection

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Jesper Palmér; Ahmad Alsalehy; [2023]
   Keywords : Few-Shot Learning; AI; Transformers; ViT Deviation; Vision Transformers;

   Abstract : The goal of this project is to find a suitable Few-Shot Learning (FSL) model that can be used in a fault detection system for use in an industrial setting. A dataset of Printed Circuit Board (PCB) images has been created to train different FSL models. READ MORE

3. 2. Machine Vision for Quality Inspection of Rear Axle Bridges

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Rickard Frykgård; [2022]
   Keywords : Machine vision; Machine learning; Quality inspection; Rear axle bridges; Amazon Rekognition; MVTec Halcon; Dot peen markings;

   Abstract : Dot peen markings are used by Scania Ferruform to maintain a traceability of their products throughout the manufacturing. Quality inspection of the markings are performed to ensure that they are added correctly and readable. This is, however, done manually by workers, which they are looking to change. READ MORE

4. 3. Measuring Product Dimensions during Assembly

   University essay from Lunds universitet/Industriell Produktion

   Author : Serhat Koca; Hilda Andersson; [2021]
   Keywords : Production; Inspection; Vision Technology; Quality; Product Dimension; Measurement.; Technology and Engineering;

   Abstract : During the spring term of 2021 a thesis was carried out at Volvo Trucks GTO. Volvo Trucks is one of the largest and most successful actors in the automotive industry and delivers trucks all over the world. The company offers trucks that can be customized and adapted according to the customer wishes. READ MORE

5. 4. Development of a computer vision based real-time feedback system for closed-loop control in 3D concrete printing

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Julian Kaduk; [2021]
   Keywords : ;

   Abstract : With 3D concrete printing (3DCP) starting to go beyond small scale novelty projects and the aim to disrupt the construction industry, more development is needed to overcome remaining challenges and improve the processes. Quality assurance and control can be important concerns to gain the confidence of early adopters. READ MORE

6. 5. Towards Condition-Based Maintenance of Catenary wires using computer vision : Deep Learning applications on eMaintenance & Industrial AI for railway industry

   University essay from Luleå tekniska universitet/Institutionen för samhällsbyggnad och naturresurser

   Author : Laila Moussallik; [2021]
   Keywords : eMaintenance; computer vision; Condition-Based Maintenance; Industrial AI; railway catenary system; automatic visual detection; health monitoring; Deep learning; Machine learning; Convolutional Neural Network; object detection.;

   Abstract : Railways are a main element of a sustainable transport policy in several countries as they are considered a safe, efficient and green mode of transportation. Owing to these advantages, there is a cumulative request for the railway industry to increase the performance, the capacity and the availability in addition to safely transport goods and people at higher speeds. READ MORE