Yarn Hairiness - Loop & Protruding Fibers Dataset

Published: 27 November 2023| Version 1 | DOI: 10.17632/dkv6j6fw6c.1
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Description

This repository presents the "Yarn Hairiness - Loop & Protruding Fibers" Dataset. The repository contains a single file that comprises an authentic dataset. For user convenience, it is available for download in various formats, including YOLOv8, YOLOv5, YOLOv7, MT-YOLOv6, COCO JSON, YOLO Darknet, Pascal VOC XML, TFRecord, CreateML JSON, and Other Formats. Ultimately, this dataset is available for download in zip format. Any publications utilizing the 'Yarn Hairiness - Loop & Protruding Fibers Dataset' must properly cite the following paper: Pereira, F.; Macedo, A.; Pinto, L.; Soares, F.; Vasconcelos, R.; Machado, J.; Carvalho, V. Intelligent Computer Vision System for Analysis and Characterization of Yarn Quality. Electronics 2023, 12, 236. https://doi.org/10.3390/electronics12010236"

Files

Steps to reproduce

This repository presents the "Yarn Hairiness - Loop & Protruding Fibers Dataset". The repository contains a single file that comprises an authentic dataset. For user convenience, it is available for download in various formats, including YOLOv8, YOLOv5, YOLOv7, MT-YOLOv6, COCO JSON, YOLO Darknet, Pascal VOC XML, TFRecord, CreateML JSON, and Other Formats. Ultimately, this dataset is available for download in zip format. Any publications utilizing the 'Yarn Hairiness - Loop & Protruding Fibers Dataset' must properly cite the following paper: Pereira, F.; Macedo, A.; Pinto, L.; Soares, F.; Vasconcelos, R.; Machado, J.; Carvalho, V. Intelligent Computer Vision System for Analysis and Characterization of Yarn Quality. Electronics 2023, 12, 236. https://doi.org/10.3390/electronics12010236"

Institutions

Universidade do Minho Departamento de Engenharia Mecanica, Universidade do Minho Centro ALGORITMI, Universidade do Minho Escola de Engenharia, Instituto Politecnico do Cavado e do Ave Escola Superior de Tecnologia

Categories

Artificial Intelligence, Computer Vision, Image Processing, Supervised Learning, Yarn, Mechatronics, Textile Engineering, Deep Learning, YOLOv5

Licence