地面限速标志检测
<p>欢迎使用ShowDoc！</p>
<h3>地面限速标志检测</h3>
<p><strong>三组试验结果对比</strong>
模型一：yolov5
模型二：cabinet（未添加监督信息：人行道）
模型三：cabinet（添加监督信息：人行道）</p>
<p><strong>三组模型对同一数据测试对比</strong>
左边为yolov5试验结果
中间为cabinet优化前试验结果
右边为cabinet优化后试验结果
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/cb635c1597002df32b67c161769e2aa2" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/2e6d3ce8a3016de3857a2f81eea0b25e" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/d3303b7edba44966b8bcec88449f5c7c" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/6c648c72b41340080d5e589238fbc17a" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/c08c24623925baf930d2d123a02dbe3c" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/c73a6368964b40218fb3885826bcd706" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/fb1e90371585ba928cb6445532393841" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/84c5da3f0a30626f8abae03326e879a4" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/9a0ed1e4487a4d93234ba43e649a0f94" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/925e67d658b0dff28bc1a98326acfbc3" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/953518c7ad7cd98841610bbdc95fb975" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/5ef8caac9526955c86f0a7eb196b31a7" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/33e0a28ae5ab379f20ec98eabfac3f5f" alt="" />
<img src="https://www.showdoc.com.cn/server/api/attachment/visitfile/sign/115c92304857cab27c5f3ea2df7ab0dc" alt="" /></p>
<p><strong>三组试验结果对比</strong>
三组模型对同一数据测试
yolov5对地面限速标志检测结果较差，主要表现在误检、漏检、定位不准
cabinet（优化前）：对地面限速标志检测较准确，但是误检较多，主要表现在对人行道误检
cabinet（优化后）：添加监督信息（人行道）后，在保证对地面限速标志准确定位，同时有效降低了对人行道误检</p>