A picture is worth a collaboration: Accumulating design knowledge for computer-vision-based hybrid intelligence systems
Computer vision (CV) techniques try to mimic human capabilities of visual perception to
support labor-intensive and time-consuming tasks like the recognition and localization of …
support labor-intensive and time-consuming tasks like the recognition and localization of …
Deep learning and rule-based image processing pipeline for automated metal cutting tool wear detection and measurement
Tool wear causes costs and quality problems in metal cutting manufacturing processes. This
paper contains an approach of digitalization and big data analytical methods to quantify the …
paper contains an approach of digitalization and big data analytical methods to quantify the …
An uncertainty-based human-in-the-loop system for industrial tool wear analysis
Convolutional neural networks have shown to achieve superior performance on image
segmentation tasks. However, convolutional neural networks, operating as black-box …
segmentation tasks. However, convolutional neural networks, operating as black-box …
Utilizing Active Machine Learning for Quality Assurance: A case study of virtual car renderings in the automotive industry
Computer-generated imagery of car models has become an indispensable part of car
manufacturers' advertisement concepts. They are for instance used in car configurators to …
manufacturers' advertisement concepts. They are for instance used in car configurators to …
[PDF][PDF] Deep learning process prediction for tool condition monitoring and forecasting
S Hall - 2023 - purehost.bath.ac.uk
Machining is one of the most prevalent manufacturing processes for producing precision
engineering components used in aerospace, automotive, and other industries. The demand …
engineering components used in aerospace, automotive, and other industries. The demand …
[PDF][PDF] Image-based Decision Support Systems: Technical Concepts, Design Knowledge, and Applications for Sustainability
MSJ Walk - core.ac.uk
Abstract Unstructured data accounts for 80-90% of all data generated, with image data
contributing its largest portion. In recent years, the field of computer vision, fueled by deep …
contributing its largest portion. In recent years, the field of computer vision, fueled by deep …