index.rst

数据集-datasets
============================

PaddleX目前支持主流的CV数据集格式和 `EasyData <https://ai.baidu.com/easydata/>`_ 数据标注平台的标注数据格式，此外PaddleX也提升了数据格式转换工具API，支持包括LabelMe，精灵标注助手和EasyData平台数据格式的转换，可以参考PaddleX的tools API文档。

下表为各数据集格式与相应任务的对应关系，

+------------------------+------------+----------+----------+----------+
| 数据集格式             | 图像分类   | 目标检测 | 实例分割 | 语义分割 |
+========================+============+==========+==========+==========+
| ImageNet               | √          | -        | -        | -        |
+------------------------+------------+----------+----------+----------+
| VOCDetection           | -          | √        | -        | -        |
+------------------------+------------+----------+----------+----------+
| CocoDetection          | -          | √        | √        | -        |
+------------------------+------------+----------+----------+----------+
| SegDataset             | -          | -        | -        | √        |
+------------------------+------------+----------+----------+----------+
| EasyDataCls            | √          | -        | -        | -        |
+------------------------+------------+----------+----------+----------+
| EasyDataDet            | -          | √        | √        | -        |
+------------------------+------------+----------+----------+----------+
| EasyDataSeg            | -          | -        | -        | √        |
+------------------------+------------+----------+----------+----------+

.. toctree::
   :maxdepth: 2

   classification.md
   detection.md
   semantic_segmentation.md
   dataset_convert.md