Data Labeling

intermediate
ai & ml
Enhanced Content

Definition

The process of tagging data with labels or annotations to teach AI models what patterns to recognize. Like grading homework to teach students the right answers.

Real-World Example

Training an image recognition model requires thousands of photos labeled with what objects they contain, like 'cat', 'dog', or 'car'.

Cloud Provider Equivalencies

These services provide tools and platforms to facilitate the data labeling process, allowing users to annotate data for machine learning models efficiently.

AWS
Amazon SageMaker Ground Truth
AZ
Azure Machine Learning Data Labeling
GCP
Google Cloud AutoML Data Labeling
OCI
OCI Data Labeling Service

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