Keypoint annotation
With Keypoint annotation, points are placed on things like joints, eye corners or a parcel's corners, so a model can read shape and pose. Pricing is per point; a dozen or more points can make up one full body skeleton.
Estimate the cost of a keypoint annotation job
136,000 points overall, drawn as squares of 10,000 points
That makes 136,000 points across 8,000 images. What a team outside the US would charge, roughly:
$2,040 to $13,600
Teams abroad list between $0.015 and $0.10 for each point.
Get quotes for this jobThe calculation behind this
The published low and high price for that label type gets multiplied by the label count. Another review adds 20 to 50 percent, while a US team costs two to four times the outside-US range.
Prices for image tags come from Kili Technology for the low end and BasicAI for the high end.
Prices for bounding boxes come from Label Your Data for the low end and Habile Data for the high end.
Prices for polygons come from AnnotationBox for the low end and Habile Data for the high end.
Prices for keypoints come from Label Your Data for the low end and Habile Data for the high end.
Prices for pixel masks come from Habile Data for the low end and GDS Online for the high end.
Landmarks and skeletons
Points are joined by a skeleton in a set order, for example shoulder, elbow and wrist. Give the vendor your exact list and order before work begins, or points won't match from one image to the next.
Vendors listing this work
Audit names explained
- SOC 2 a check by an outside auditor of how a company protects its clients' files. Type I checks a single day; Type II checks several months, so it tells you more.
- ISO 27001 a worldwide data-safety standard; an independent auditor confirms the company follows it.
- ISO 27701 adds checks on personal details, such as names and addresses, on top of ISO 27001.
- ISO 9001 checks the steps a company uses to keep its work consistent. It does not cover keeping your files safe.
- HIPAA a US law that protects patients' medical records.
- TISAX a security check that car manufacturers ask their suppliers to pass.
- GDPR the EU's data protection law.
- CCPA a California law on consumer privacy.
| Company | Based in | Kinds of files | Audits and laws it names | How it prices |
|---|---|---|---|---|
| Scale AIscale.com | San Francisco, California | Photos, Video, Text, 3D laser scans (LiDAR), Satellite and map images, Rating AI chatbot answers | SOC 2 Type II | Per project |
| Appenappen.com | Sydney, Australia and Kirkland, Washington | Photos, Video, Text, Sound, 3D laser scans (LiDAR), Medical scans, Rating AI chatbot answers | SOC 2 Type II, ISO 27001, HIPAA, GDPR | Per project |
| TELUS Digitaltelusdigital.com | Vancouver, British Columbia, Canada | Photos, Text, Sound, 3D laser scans (LiDAR), Rating AI chatbot answers | SOC 2, TISAX, ISO 27001 | Per project |
| iMeritimerit.ai | San Jose, California | Photos, Video, Text, Sound, 3D laser scans (LiDAR), Medical scans, Rating AI chatbot answers | SOC 2 Type II, ISO 27001, ISO 9001, HIPAA, GDPR, TISAX | Per project |
| Samasama.com | San Francisco, California | Photos, Video, Text, 3D laser scans (LiDAR) | ISO 9001, ISO 27001, TISAX, GDPR | Per project |
| CloudFactorycloudfactory.com | Reading, England | Photos, Video, Text, Satellite and map images | ISO 9001, ISO 27001, SOC 2, HIPAA, GDPR | You agree a yearly budget with them and pay only for the work they finish; a few of your files labeled free as a test |
| Label Your Datalabelyourdata.com | Wilmington, Delaware | Photos, Text, Sound, 3D laser scans (LiDAR), Satellite and map images | ISO 27001, GDPR | From $0.02 per box, or from $6 for each hour a labeler works; free trial job; no setup fees |
| Shaipshaip.com | New York, New York | Photos, Video, Text, Sound, 3D laser scans (LiDAR), Medical scans, Rating AI chatbot answers | ISO 27001, ISO 9001, SOC 2 Type II, HIPAA | Per project |
| Cogito Techcogitotech.com | Levittown, New York | Photos, Text, Medical scans, Rating AI chatbot answers | SOC 2 Type II, ISO 27001, ISO 9001, HIPAA, GDPR, CCPA | Per project |
| Mindy Supportmindy-support.com | Limassol, Cyprus | Photos, Video, Text, Sound, 3D laser scans (LiDAR), Rating AI chatbot answers | SOC 2, GDPR | Per project; teams start at about 5 people working full time on your files |
| Tolokatoloka.ai | Amsterdam, Netherlands | Photos, Video, Text, Sound, Rating AI chatbot answers | SOC 2, ISO 27001, ISO 27701 | Per project |
| Innodatainnodata.com | Ridgefield Park, New Jersey | Photos, Video, Text, Sound, 3D laser scans (LiDAR), Medical scans, Satellite and map images, Rating AI chatbot answers | ISO 9001, ISO 27001 | Per project |
| Keymakrkeymakr.com | New York, New York | Photos, Video, 3D laser scans (LiDAR) | ISO 9001, ISO 27001, GDPR, HIPAA | Per project; a few labeled examples you can check first |
| Anolyticsanolytics.ai | Levittown, New York | Photos, Video, Text, Sound | SOC 2 Type I | Per project |
Most companies first look at a sample of your files, then give you one price for the whole job ("per project"). Fill in the short form one time and get prices back from three of them.
Common questions about keypoint annotation
What does keypoint annotation cost?
Per point, published rates run from $0.015 to $0.10.
Who provides image labeling?
On their own sites, iMerit, Sama, CloudFactory, Shaip, Cogito Tech, Toloka and Innodata all list this work, as do Scale AI, Appen, TELUS Digital, Mindy Support, Label Your Data, Keymakr and Anolytics. The vendor table shows, row by row, where each company is based and how it prices the work.
Is it possible to try a vendor before I sign?
Yes. Label Your Data runs a free pilot, CloudFactory will analyze a sample set at no charge and Keymakr sends over a sample batch you can correct ahead of the full batches. Ask for a small paid trial job in the brief; that is normal with the others.
Send one brief, hear from three vendors
Describe your data once and we pass it to three annotation vendors that label that kind of data, so you can compare quotes side by side.
- One short form instead of three sales calls
- Matched on data type, volume and security needs
- You choose who to talk to