Yarn Hairiness - Loop & Protruding Fibers Dataset

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"

搜集汇总

背景与挑战

背景概述

该数据集专注于纱线毛羽中的环状和突出纤维检测，提供YOLOv8、COCO JSON等多种主流标注格式的单一文件下载，适用于计算机视觉目标检测模型训练，并需引用相关论文。