AI photo processing for personalized products

Not every photo needs an edit.
Process what the product needs.

A busy background, a subject that needs isolation, or detail that needs attention? Configure the treatment in the product scheme. Process the photo during artwork preparation and fill its assigned position; keep the original when AI is unnecessary.

Product-specific settingsIndependent photo placementHuman review
Illustrative personalized artwork, not an AI editing result
Photo processing serves the product layout.
Layout illustration, not an AI before-and-after result.

Start with the photo

Select the treatment, not every effect.

Photo processing and product layout are separate. Apply AI only to the chosen image material.

Portrait / half-body / precise cutout

Isolate the person or pet

Select the required subject area when placing a photo against another design background.

What to check

Check hair, clothing, subject edges and transparency.

Natural retouching

Keep the person natural

Refine appropriate portrait details without changing identity or trying to replace the face.

What to check

Check the expression and recognizable natural features.

Image restoration

Improve limited source quality

Improve detail where possible. Results depend on the input and cannot guarantee recovery of information absent from the original.

What to check

Check faces, texture and edges; do not assume invented detail is real.

Use expansion when the layout needs additional image area. Available combinations follow the actual configuration options.

Configure three separate decisions

Photo source, treatment and model connection.

Settings live in image slots and can use explicit buyer-choice conditions. They are not instructions copied by hand into every order.

1. Choose the photo source

Photo names refer to buyer photos in the order, not slot numbers. Fill the area with proportional cropping or preserve the buyer’s scale, rotation and placement where configured. Usage conditions are separate from image sources.

2. Choose compatible effects

Portrait extraction, half-body extraction and precise cutout are mutually exclusive and cannot combine with expansion. Natural retouching and restoration can be added where supported. Check outline settings and transparent edges in the final output.

3. Select connections and models

Configure supported endpoints and separate vision and editing models, with fallback order where available. Compatible provider, self-hosted or proxy APIs are supported—not arbitrary websites.

Configure AI connections and models →

A photo-specific execution flow

Analyze → build an instruction → edit → refill.

The vision model reads this photo and the slot requirements. The editing model receives a tailored instruction, and the result returns to the selected position. Production dimensions and text layout remain controlled by the scheme.

  1. 01

    Read the photo

    Identify its content and the product’s actual needs.

  2. 02

    Prepare an instruction

    Combine photo-specific guidance with configured effects.

  3. 03

    Edit and refill

    Process the image and return the result to its slot.

  4. 04

    Review the composite

    Inspect identity, edges, crop, text and product layout.

AI results vary. If processing fails or is unsuitable, retain or restore the original and review manually. Confirm AI usage costs separately from artwork delivery charges.

Read pricing and cost boundaries →