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How AI Can Improve Your Annotation Quality?

Smart Data Collective

The resulting structured data is then used to train a machine learning algorithm. There are a lot of image annotation techniques that can make the process more efficient with deep learning. Cohen’s Kappa) to measure inter-annotator agreement. This will reduce inconsistencies and errors in annotations.

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The Rise of Unstructured Data

Cloudera

In terms of representation, data can be broadly classified into two types: structured and unstructured. Structured data can be defined as data that can be stored in relational databases, and unstructured data as everything else. Here we briefly describe some of the challenges that data poses to AI.