Know the Ways of Data Annotation Process - PowerPoint PPT Presentation

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Know the Ways of Data Annotation Process

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The data annotation platform involves people sitting and manually marking image after image. Ideally, you would possibly be assisted by some automation tools. – PowerPoint PPT presentation

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Title: Know the Ways of Data Annotation Process


1
Know the Ways of Data Annotation Process In data
annotation platforms, there are a pair of
various data annotation solutions available to
you
Crowdsourcing Crowdsourcing involves paying
workers often distributed globally and dealing
as freelancers to perform a micro-task or
assignment.
01.
Employer Features Crowdsourced labour tends to
be of calibre and consistency for obvious
reasons. The workers are lightly vetted.
02.
In-House Solutions Some companies favour solving
data annotation services needs in-house. For
small, easy-to- annotate datasets, this might be
an excellent option.
03.
Scalable Generally, this method isn't scalable,
as invest in hiring, and training employees
while your data needs may fluctuate wildly over
time. Outsourcing Some suppliers leverage
certain ML models to accelerate the method and
do QA.
04.
05.
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