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Computer Vision on AWS
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Amazon SageMaker Ground Truth is a data labeling service. It allows you to generate high-quality training datasets for machine learning models. The service offers two options: Amazon SageMaker Ground Truth Plus and Amazon SageMaker Ground Truth. SageMaker Ground Truth Plus is a turnkey solution where the service takes care of everything from building labeling applications to providing and managing expert workforces so all you need to do is to provide your data along with labeling requirements. We will focus on SageMaker Ground Truth, where you can build and manage your own labeling workflows and workforces. Although not the focus of this chapter, SageMaker Ground Truth can also help you build labeled synthetic datasets – critical for use cases where acquiring real-world data is time-consuming and expensive.
SageMaker Ground Truth provides a number of benefits when it comes to data labeling...