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