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You can attach custom images to user profiles via the APIs to create/update user profiles.
More info:
https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_CreateUserProfile.html https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_UpdateUserProfile.html
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