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Before-and-after images with written instructions, for teams training AI to edit photos. Plus clean cutouts and masks. Made to your guidelines and checked before delivery. Try 10 images free.
1,367images edited and approved for AI training data projects so far
InputThe original photo. Each edit below starts from the result before it.
Each pair is an input image, sometimes a reference, a written instruction and the edited result.
One photo edited in several steps. Each result becomes the next input, with its own instruction.
Instruction: Add a woman in a sun hat and floral dress standing on the beach.
Photography edits only, done by hand in Photoshop.
A studio product photo placed into a campaign, seasonal or sale scene, without text.
Instruction: Place the stacked containers on the counter between the bowls and the jars, matching the soft daylight.
The product keeps its exact pixels, label and lighting. The scene stays as referenced.
A product placed into a poster or ad layout, turned to the right angle.
Instruction: Place the pink wallet on the marble table, standing at a slight angle, and match the warm light and shadow.
Every brand name and logo is invented and checked against real brands.
For teams training AI to find and cut out objects. You send the photos, we send back a cutout or a mask for each one, the same size as the original and named the way you want. Tap the buttons to see each file.
Transparent cutout. Background removed, the doll on a transparent layer. (PNG with alpha)
We are a service, not a data shop. You choose where the source images come from.
You send the images, we send back the masks, cutouts or edit pairs. Your images are used for your project only.
No images yet? We find them for your project: licensed stock or new product photos. Licence costs are quoted separately and the images stay with your project.
For edit pairs, source images can be generated with AI when you agree, using tools whose terms allow model training.
Every dataset is different, so we quote each project. After your free sample you get a written proposal with one fixed price per image, before any paid work starts.
Request a proposalTell us what you need and attach a few of your images.
We edit up to 10 images for AI data, or 3 product photos for your store. You check the result.
You get a fixed price and a delivery date, then the files in your format.
Edit pairs are made by hand in Photoshop. For cutouts and masks, a model makes the first rough cut and every edge is then finished and checked by hand. If your project must be done without any AI or third-party services, tell us and we quote it as hand-only work.
Usually from you: we work on the images you send. If you don't have images yet, we can source them for your project by agreement. We don't sell ready-made datasets.
We agree capacity and delivery dates per project after the free sample, based on how complex your images are. Large projects run in weekly batches.
Yes. We sign an NDA on request before you send anything. Your images are never used to train our own tools without written permission, can be processed without any third-party AI service, and are deleted after delivery when you ask.
Ten images are enough to show our edge quality on your kind of data. It is one free sample per company. For a larger test, we run a small paid batch and take its cost off your first order.
We edit them free. You check them against your own standard.
Invoice in USD, paid by PayPal or bank transfer. Larger projects pay half before the first batch and the rest on delivery.
VYN LAB