What ModelArts Data Management Can Be Used for?¶
The functions provided ModelArts data management vary depending on the type of the dataset.
Dataset Type | Labeling Type | Creating a Dataset | Importing Data | Exporting Data | Publishing a Dataset | Modifying a Dataset | Managing Dataset Versions | Auto Grouping | Data Feature Engineering |
|---|---|---|---|---|---|---|---|---|---|
Files | Image classification | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Supported |
Object detection | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Supported | |
Image segmentation | Supported | Supported | Supported | Supported | Supported | Supported | Supported | N/A | |
Sound classification | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Speech labeling | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Speech paragraph labeling | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Text classification | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Named entity recognition | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Text triplet | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Videos | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A | |
Free format | Supported | N/A | Supported | Supported | Supported | Supported | N/A | N/A | |
Tables | Tables | Supported | Supported | N/A | Supported | Supported | Supported | N/A | N/A |