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一个在网页端部署的基于新冠肺炎抗原检测试剂盒图像的结果检测器(A web-based result detector based on images of COVID-19 antigen detection kits)

License: Apache License 2.0

HTML 7.98% TypeScript 92.02%
covid-19 objectdetection web antigen-test-kit

covid-19_antigen_test_kit_detection's Introduction

COVID-19_Antigen_Test_Kit_Detection

更新

  • 2021.05.19 更换模型为量化模型,减小模型体积,加快网页访问时加载模型的速度

  • 2021.05.21 添加 PWA 支持,可将网页应用安装至设备中,离线加载

简介

  • 一个在网页端部署的基于新冠肺炎抗原检测试剂盒图像的结果检测器

  • 在网页前端对上传的包含抗原检测试剂盒的图像进行分析

  • 使用目标检测算法识别图像并输出其结果(阴性 / 阳性 / 无效 / 未检出)

演示

  • 本项目已部署至 Github Page 中,可以直接在线访问进行试用体验

  • 由于网络因素影响,加载模型的耗时可能会比较长(几分钟),请耐心等待

  • 网页效果如下图所示:

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