How to get data labeling & annotation done fast: a buyer's guide

Data Labeling & Annotation is one of the most requested kinds of work on micraa. Here is a practical checklist to help you pick the right offer and get a result you can use straight away.

What to look for

• Compare what each package includes, not only the price: number of versions, file types and revisions.
• Keep feedback specific: point to the exact part you want changed.
• Read the seller's FAQ before ordering; most common questions are already answered there.
• Ask whether you get source or editable files if you plan to change the work later.

What a typical order includes

Here is how one data labeling & annotation offer on micraa, “I will clean and structure your dataset for machine learning”, breaks down:

• Basic ($18.99): clean up to 5,000 rows; Deduplication, 1 revision
• Standard ($44.99): everything in Basic; Up to 20,000 rows; Normalised fields and data dictionary, 2 revisions
• Premium ($97.99): everything in Standard; Up to 50,000 rows; Train, validation and test split, 3 revisions

How it works on micraa

1. Pick a package and add any extras you need.
2. Pay securely. The seller gets your brief and starts work, with delivery in about 2 days.
3. Review the delivery and ask for changes if something is off.
4. Approve when you are happy. Your payment is held until then.

Related topics: data cleaning, dataset preparation, machine learning, csv, data annotation

FAQ

How long does data labeling & annotation take?

The offer used in this guide delivers in about 2 days. Bigger packages or extras can add time.

How much does data labeling & annotation cost?

On micraa you can start from $18.99 for this offer. Larger packages include more versions and revisions.