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 |
Data Management FAQs
- Are There Size Limits for Images to be Uploaded?
- What Do I Do If Images in a Dataset Cannot Be Displayed?
- How Do I Integrate Multiple Object Detection Datasets into One Dataset?
- What Do I Do If Importing a Dataset Failed?
- What Do I Do to Import Locally Labeled Data to ModelArts?
- Why Does Data Fail to Be Imported Using the Manifest File?
- Where Are Labeling Results Stored?
- How Do I Download Labeling Results to a Local PC?
- Why Cannot Team Members Receive Emails for a Team Labeling Task?
- How Data Is Distributed Between Team Members During Team Labeling?
- How Do I Merge Two Datasets?
- Does Auto Labeling Support Polygons?
- What Do the Options for Accepting a Team Labeling Task Mean?
- Why Are Images Displayed in Different Angles Under the Same Account?
- Do I Need to Train Data Again If New Data Is Added After Auto Labeling Is Complete?
- Why Does the System Display a Message Indicating My Label Fails to Save on ModelArts?
- Can One Label By Identified Among Multiple Labels?
- Why Are Newly Added Images Not Automatically Labeled After Data Amplification Is Enabled?
- How Do I Use Soft-NMS to Reduce Bounding Box Overlapping?
- How Do I Add Images to a Validation or Training Dataset?
- Can I Customize Labels for an Object Detection Dataset?
- What ModelArts Data Management Can Be Used for?
- Why Is My New Dataset Version Unavailable in Versions?
- How Do I View the Size of a Dataset?
- How Do I View Labeling Details of a New Dataset?
- How Do I Export Labeled Data?
- How Do I Split a Dataset?
- How Do I Delete a Dataset Image?
- Why Is There No Sample in the ModelArts Dataset Downloaded from AI Gallery and Then an OBS Bucket?
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