FMR-DB

Recently, the coronavirus pandemic has made the use of facial masks and respirators common, the former to reduce the likelihood of spreading saliva droplets and the latter as Personal Protective Equipment (PPE). As a result, this caused problems for the existing face detection algorithms. For this reason, and for the implementation of other more sophisticated systems, able to recognize the type of facial mask or respirator and to react given this information, we created the Facial Masks and Respirators Database (FMR-DB), that, unlike the other database released so far, also has an accurate classification of the most important types of facial masks and respirators.近年来，冠状病毒大流行使得口罩与呼吸防护面罩的使用愈发普及，前者用于降低唾液飞沫的传播风险，后者则作为个人防护装备（Personal Protective Equipment，PPE）投入使用。这一变化给现有的人脸检测算法带来了挑战。为解决该问题，并开发可识别口罩或呼吸防护面罩类型并据此做出响应的更高级智能系统，我们构建了口罩与呼吸防护面罩数据集（Facial Masks and Respirators Database，FMR-DB）。与目前已发布的其他数据集不同，该数据集还可对各类主流口罩与呼吸防护面罩进行精准分类。

搜集汇总

背景与挑战

背景概述

FMR-DB是一个专注于口罩和呼吸器识别的数据库，旨在解决新冠疫情下人脸检测算法面临的挑战。该数据库不仅包含面部遮盖物数据，还提供了对主要类型口罩和呼吸器的准确分类，以支持更先进的系统开发。