WorldRetouch
Specialist work

Image Labeling for AI

Models are only as good as their training data. Our editors trace objects by hand, so masks follow the real edge instead of a rough box.

  • Handmade in Photoshop
  • QA review on every image
  • 98% finished within 24 hours
A pixel-accurate segmentation mask of the fish A fish photographed on a cutting board Photo Mask

AI labeling: a pixel-accurate segmentation mask traced from the photo.

Free trial

Try Image AI Labeling free on 5 images.

Upload your photos and get them back edited by hand and checked by QA, usually within 1 business day. No card, no account.

  1. Upload your photos
  2. We edit them by hand
  3. Download your ZIP
What you get

Included with every Image AI Labeling order

  • Pixel-accurate segmentation masks traced by hand
  • Black-and-white or transparent mask outputs
  • PNG or TIFF, named to your rules
  • Large batches run through our production platform
  • QA review on every image

Great for

  • Computer vision datasets
  • Product recognition
  • Background removal models
  • Food and retail imagery

Background, size, margins, color profile and file names come from your template, so every image matches. See all specs

Complexity

Priced by how complex the image is

Every image is quoted per piece. This is how we judge Image AI Labeling work, and we confirm the level with your quote before we start.

  1. Basic

    One object with clean edges.

  2. Medium

    Several objects or soft edges.

  3. Complex

    Fine detail, overlapping objects or many classes.

How pricing works

Quality

How every image is checked

Our software builds check views from the delivered files. Then a QA reviewer approves the image or sends it back to the editor with notes.

See how we work

  • The mask in black and white, so gaps and spill stand out
  • Side by side with the source photo
  • QA review before delivery
FAQ

Questions about Image AI Labeling

Which formats do you deliver?

Masks as PNG or TIFF, named to your rules, with several outputs per image when you need them.

How does the free trial work?

Upload up to 5 sample images on our free trial page and tell us what you need. We edit them by hand, check every one in QA and email you a download link, usually within 1 business day.

How fast is delivery?

Since June 2026, 98% of images have been finished within 24 hours of upload. For very large batches, we confirm the timeline before we start.

Related

Often ordered together

  • Image Masking

    Hair, fur, lace and fine detail separated cleanly where a path can't go.

  • Clipping Path

    Hand-drawn vector paths for crisp, clean cutouts of products with hard edges.

  • Multi-clipping Path

    A separate path for every part, so you can recolor or adjust each one on its own.

Free trial

Try Image AI Labeling on your own images

Upload up to 5 sample images with your instructions. We'll edit them free and send a per-image quote for your volume.