Add SageMaker create workteam and Ground Truth components, sample demo pipeline, other minor updates #1716
Conversation
…d train, add sample pipeline demo for workteam and GT, update images
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Hi @carolynwang. Thanks for your PR. I'm waiting for a kubeflow member to verify that this patch is reasonable to test. If it is, they should reply with Once the patch is verified, the new status will be reflected by the I understand the commands that are listed here. Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes/test-infra repository. |
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/assign @Jeffwan |
| @@ -71,7 +71,7 @@ outputs: | |||
| - {name: output_location, description: 'S3 URI of the transform job results.'} | |||
| implementation: | |||
| container: | |||
| image: carowang/kubeflow-pipeline-aws-sm:20190728-01 | |||
| image: carowang/kubeflow-pipeline-aws-sm:20190801-01 | |||
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Can we move this image is to somewhere in AWS official dockerhub ?
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Yes will do once I get more info on how to do so
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| auto_labeling_map = {'bounding box': 'object-detection', | ||
| 'image classification': 'image-classification', | ||
| 'text classification': 'text-classification'} |
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what if I want to stage a custom image labeling task? I don't see that case here?
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in terms of automatic data labeling for custom labeling jobs - Ground Truth currently doesn't support that, which is why this map only contains the built-in algos that have auto data labeling support
in general though, custom tasks are handled while updating pre-human and annotation consolidation task lambda functions
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/lgtm |
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/ok-to-test |
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/hold |
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@carolynwang Please move samples to https://github.com/kubeflow/pipelines/tree/master/samples/contrib/aws Original path was refactored and all vendors related are moved to |
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: Jeffwan The full list of commands accepted by this bot can be found here. The pull request process is described here
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/hold cancel |
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/lgtm |
Summary
@Jeffwan @mbaijal @gautamkmr @kalyc
Add create workteam and Ground Truth (data labeling) components
Update HPO and train components
Add a small image classification pipeline to demo workteam and GT components
Update Docker image used for components
Testing
Component functionality
This change is