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