The YOLOv8 model segmented teeth, identified the cemento-enamel junction (CEJ), and quantified alveolar bone loss to assess stages of periodontitis. Results: The teeth segmentation model ... utilizing ...
This research suggests an instance segmentation approach using the ability of YOLOv8 to detect potholes with deep learning ... The dataset was used in the training of the model, that is, the YOLOv8m ...
The University of Waterloo School of Architecture is a leader in design education and research. Offering a fully cooperative professional program, Waterloo Architecture is the only Canadian school of ...
After training under the same conditions as the original model and YOLOv8, we found that among the seven models, the improved YOLOv5s-ASPP model significantly enhanced the segmentation capability for ...
Market segmentation theory shows bond interest rates are set independently per maturity segment. The yield curve plots differences in yields across various bond maturities to assess economic ...
Yet, the architecture world has, increasingly, recognized the value of altogether humbler pursuits. In March, the industry’s most prestigious accolade, the Pritzker Prize, was unexpectedly ...
In the second stage, the foreground elements are extracted using segmentation techniques. The YOLOv8 algorithm is then used to process these segmented images to identify the vehicles inside them. Next ...