数据集格式：Pascal VOC格式+YOLO格式(不包含分割路径的txt文件，仅仅包含jpg图片以及对应的VOC格式xml文件和yolo格式txt文件)
图片数量(jpg文件个数)：948
标注数量(xml文件个数)：948
标注数量(txt文件个数)：948
标注类别数：1
标注类别名称:["plasmodium"]
每个类别标注的框数：
plasmodium 框数 = 7628
总框数：7628
使用标注工具：labelImg
标注规则：对类别进行画矩形框
重要说明：网上看到同类数据集他们标注都存在问题。这个数据集专门经过写代码修复
特别声明：本数据集不对训练的模型或者权重文件精度作任何保证，数据集只提供准确且合理标注

标注示例：

别人标注文件：

上面明显存在几个错误，labelImg标注xmin,ymin等坐标信息都是整数，而且labelImg标准类别是<name></name>表示，显然无法正常读取，此外标注信息没有图片宽高等关键信息，容易导致后续脚本编写难度增大，经过修复后变成如下：

<annotation>
        <folder>VOC</folder>
        <filename>firc_plasmodium_1181.jpg</filename>
        <path>C:/Users/Administrator/Desktop/data/JPEGImages/firc_plasmodium_1181.jpg</path>
        <source>
            <database>My Database</database>
            <annotation>VOC2012</annotation>
            <image>flickr</image>
            <flickrid>NULL</flickrid>
        </source>
        <owner>
            <flickrid>NULL</flickrid>
            <name>company</name>
        </owner>
        <size>
            <width>750</width>
            <height>750</height>
            <depth>3</depth>
        </size>
        <segmented>0</segmented>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>253</xmin>
                <ymin>83</ymin>
                <xmax>293</xmax>
                <ymax>123</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>242</xmin>
                <ymin>117</ymin>
                <xmax>282</xmax>
                <ymax>157</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>498</xmin>
                <ymin>0</ymin>
                <xmax>538</xmax>
                <ymax>40</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>566</xmin>
                <ymin>7</ymin>
                <xmax>606</xmax>
                <ymax>47</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>299</xmin>
                <ymin>275</ymin>
                <xmax>339</xmax>
                <ymax>315</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>382</xmin>
                <ymin>332</ymin>
                <xmax>422</xmax>
                <ymax>372</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>396</xmin>
                <ymin>577</ymin>
                <xmax>436</xmax>
                <ymax>617</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>580</xmin>
                <ymin>572</ymin>
                <xmax>620</xmax>
                <ymax>612</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>676</xmin>
                <ymin>102</ymin>
                <xmax>716</xmax>
                <ymax>142</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>439</xmin>
                <ymin>159</ymin>
                <xmax>479</xmax>
                <ymax>199</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>540</xmin>
                <ymin>177</ymin>
                <xmax>580</xmax>
                <ymax>217</ymax>
            </bndbox>
        </object>
        <object>
            <name>plasmodium</name>
            <pose>Unspecified</pose>
            <truncated>0</truncated>
            <difficult>0</difficult>
            <bndbox>
                <xmin>513</xmin>
                <ymin>221</ymin>
                <xmax>553</xmax>
                <ymax>261</ymax>
            </bndbox>
        </object>
</annotation>

上面格式为标准VOC格式符合行业标准规范，而且使用网上其他脚本不容易出错。

下载地址： https://download.csdn.net/download/FL1623863129/89755231