What are the different annotation methods in AI?

What are the different annotation methods in AI?

There are several annotation methods in AI, including manual annotation, automated annotation, and semi-automated annotation. Each has its pros and cons.

Can you explain the pros and cons of manual annotation?

Manual annotation is highly accurate and allows for nuanced understanding, but it's time-consuming and can be expensive.

What about automated annotation?

Automated annotation is faster and cost-effective, but it may lack accuracy and require human oversight to correct errors.

Which method do you recommend for large datasets?

For large datasets, a combination of automated and manual annotation is often recommended to balance speed and accuracy.