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The Google Document AI (DocAI) service provides the capability to ingest documents in a variety of formats including PDF and images. DocAI will then parse the documents and extract a structured representation of the data. Let's take that apart in more detail. Here is a dataset on Kaggle that contains images of fake US W2 forms. The W2 is a form issued by a US employer declaring what an employee earned and how much taxes were withheld.
If you are digging up on the on-prem Hadoop data platform like me, you definitely have been encountered authorization and authentication problems across many services in your platform. The data platform currently handles it with a mixture of the Apache Sentry and Internal LDAP but it needs some manual touch whenever we need 1) to satisfy some out-of-regular requirements and 2) to add more new services that are not compatible with the current structure.
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