AWS has announced that you could now use Amazon SageMaker Ground Truth to generate labelled synthetic image data. SageMaker Ground Truth is a data labelling service that makes it easy to label data and gives you the option to use human annotators through Amazon Mechanical Turk, third-party vendors, or your own private workforce. You can also generate labelled synthetic data without manually collecting or labelling real-world data. SageMaker Ground Truth can generate hundreds of thousands of automatically labelled synthetic images on your behalf.
To request a new synthetic data project, navigate to the Amazon SageMaker Ground Truth console and select Synthetic data.
Sign up for your weekly dose of what's up in emerging technology.
Then, select Open project portal. In the project portal, you can request new projects, monitor projects that are in progress, and view batches of generated images once they become available for review. To initiate a new project, select Request project.
Describe your synthetic data needs and provide contact information.
An AWS expert will reach out to discuss the project requirements in more detail. Upon review, the team will share a custom quote and project timeline. AWS digital artists will start by creating a small test batch of labelled synthetic images as a pilot production for you to review.