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Astria Lynx: Fix Logos, Text and Fine Product Details

· 8 min read

Astria Lynx automatically fixes and refines logos, text, prints, plaques and fine product details using your product references. No manual image edits are required. It helps bring the small features that identify a product back toward the supplied design while you generate an on-model photograph.

Turn on Lynx

Attach your product references → open the composer’s cog wheel (Advanced options) → enable Lynx → Generate.

You can start with the automatic workflow. Manual Lynx areas are optional advanced control.

Enable Lynx in the composer: open the cog wheel (Advanced options), switch Lynx on, then Generate. The product and person references are already attached in this 15-second demonstration.

A tiny label can be the difference between a convincing fashion image and a usable product photograph. A shirt may have the right color and silhouette while its caption is misspelled. A woven badge may become a flat approximation. Small brass letters on a bag can lose their shape. Lynx focuses on those reference details as part of generation, saving you from manually repainting each result.

The examples below show both visible corrections and more subtle refinements. Results still need review against the product reference; Lynx does not guarantee exact reproduction of every character, motif or material feature.

How to use Lynx​

Step 1: Attach the product references​

Open Astria’s composer. Drag your product images into the prompt box, or use the Plus icon to attach them. Add the person reference when you want an on-model image.

Use a sharp source where the important feature is actually visible. For a small logo, include a clear view of its lettering and symbol. For a complex print, show the complete artwork and caption. For a bag, show the label, hardware and material as well as the silhouette.

Step 2: Enable Lynx in Advanced options​

Open the cog wheel in the composer, find Lynx in Advanced options, and enable it. You do not need to draw regions or edit the image before generating.

Step 3: Describe the photograph and Generate​

Write the outfit, pose, framing, background and lighting you want. Keep the product detail visible: arms clear of a chest emblem, or the front of a bag facing the camera. Then select Generate.

For example, with a person and shirt attached:

A full-length studio lookbook photograph of the person wearing the reference shirt with plain dark jeans. Relaxed front-facing stance, arms clear of the chest artwork. Warm chalk backdrop, soft light. Keep the reference print and caption visible. One person, one photograph.

Lynx handles the detail refinement automatically. Review the completed image at the size you will use it, then zoom in to check the brand mark, wording, print, label and surrounding material.

Five products, five matched examples​

These are original fictional demonstration designs from the Lynx — Detail Lab workspace. Each product-only reference is identified separately from its on-model outputs. The five featured references were created as synthetic demonstration assets; they are not customer products or photographs of manufactured items.

Every comparison uses the before frame and finished frame attached to the same prompt. The detail crops use the same relative coordinates, and links to the complete frames accompany each example. No manual retouching was applied to the article images. Web copies are resized and encoded for display; the crops are not upscaled.

The resolution labels below identify each prompt’s generation setting. They are not a claim that every downloaded before and finished frame has identical pixel dimensions. Each product reference has one matched comparison.

ORMA: canvas bag and woven label​

The crescent bag combines natural canvas, cobalt piping and strap, silver hardware and a small blue label. The malformed label lettering becomes readable as ORMA in the finished frame.

ORMA original synthetic product reference: canvas bag and woven label
Product reference · ORMA

Canvas bag and woven label. Original fictional demonstration design; this product-only image is the input used for the on-model example below.

View product reference in Gallery

Woven label correction · 2K setting

The malformed label lettering becomes readable as ORMA. The label and surrounding canvas also change, so review its color, symbol and weave against the source.

View example in Gallery

ORMA · matched detail

The same relative crop from this prompt’s before and finished frames. Switch to Scan line to inspect the difference.

ORMA: woven label correction, detail before Lynx
Before Lynx
ORMA: woven label correction, detail in the finished frame
Finished frame

Botanical Atlas: complex print and caption​

The ivory shirt combines a dark blue heron, red flowers, teal foliage, moths and fine linework with a small caption beneath the print. This tests more than whether a large graphic survives: the caption and arrangement also matter.

The featured example shows an additional refinement pass. The caption was already close before this pass; inspect the finer artwork and lettering changes against the product reference.

Botanical Atlas original synthetic product reference: complex print and small caption
Product reference · Botanical Atlas

Complex print and small caption. Original fictional demonstration design; this product-only image is the input used for the on-model example below.

View product reference in Gallery

Fine print refinement · 2K setting

The before frame comes from an earlier refinement pass. This additional pass makes subtle changes to fine artwork and caption strokes; the wording was already close before this pass.

View example in Gallery

Botanical Atlas · matched detail

The same relative crop from this prompt’s before and finished frames. Switch to Scan line to inspect the difference.

Botanical Atlas: fine print refinement, detail before Lynx
Before Lynx
Botanical Atlas: fine print refinement, detail in the finished frame
Finished frame

VELUNE: a small brass logo in a wide scene​

The oxblood handbag is carried through a furnished room, leaving its small brass lettering and crescent plaque at a natural scale. The before frame has malformed lettering; the finished frame reads VELUNE and restores the upward-facing crescent with its dot above. The full scene and matched crops show how small the detail is within the photograph.

VELUNE original synthetic product reference: brass lettering and crescent plaque
Product reference · VELUNE

Brass lettering and crescent plaque. Original fictional demonstration design; this product-only image is the input used for the on-model example below.

View product reference in Gallery

Small plaque in a wide scene · 4K setting

The wide room view leaves the bag’s plaque small in the photograph. The malformed lettering becomes readable as VELUNE, with an upward-facing crescent and dot above it. Compare the brass shapes, spacing and leather against the product reference.

VELUNE: finished environmental photograph showing the product at its original scale in the scene
The complete scene shows the small scale of the product detail. Compare the matched crops below.

VELUNE · matched detail

The same relative crop from this prompt’s before and finished frames. Switch to Scan line to inspect the difference.

VELUNE: small plaque in a wide scene, detail before Lynx
Before Lynx
VELUNE: small plaque in a wide scene, detail in the finished frame
Finished frame

A small cream star and two lines of lettering sit on a navy shirt, worn in a wide room scene. ASTRIA is readable in the before frame, but the smaller line beneath it is garbled. The finished frame reads ATELIER. The full scene establishes the scale of the mark, while the matched crops make the distorted lettering and its correction visible.

ASTRIA Atelier original synthetic product reference: small printed logo
Product reference · ASTRIA Atelier

Small printed logo. Original fictional demonstration design; this product-only image is the input used for the on-model example below.

View product reference in Gallery

Small chest logo in a wide scene · 4K setting

The full room view leaves the chest mark small. ASTRIA is readable before Lynx, but the smaller line is garbled. In the finished frame it reads ATELIER, and the star and letter shapes are redrawn. Compare the complete mark against the reference.

ASTRIA Atelier: finished environmental photograph showing the product at its original scale in the scene
The complete scene shows the small scale of the product detail. Compare the matched crops below.

ASTRIA Atelier · matched detail

The same relative crop from this prompt’s before and finished frames. Switch to Scan line to inspect the difference.

ASTRIA Atelier: small chest logo in a wide scene, detail before Lynx
Before Lynx
ASTRIA Atelier: small chest logo in a wide scene, detail in the finished frame
Finished frame

FIELD CLUB: woven emblem and ribbon lettering​

The ecru polo’s green shield, gold heron, three stars and small ribbon combine text with a textured emblem. The ribbon lettering correction turns distorted text into readable FIELD CLUB lettering. The shield and stitching are also reworked, so the review should include the emblem’s shape and texture as well as the words.

FIELD CLUB original synthetic product reference: woven emblem and ribbon text
Product reference · FIELD CLUB

Woven emblem and ribbon text. Original fictional demonstration design; this product-only image is the input used for the on-model example below.

View product reference in Gallery

Ribbon lettering correction · 4K setting

The malformed ribbon lettering becomes readable as FIELD CLUB. The ribbon, heron and thread-like texture are also redrawn; their shapes still need comparison with the reference.

View example in Gallery

FIELD CLUB · matched detail

The same relative crop from this prompt’s before and finished frames. Switch to Scan line to inspect the difference.

FIELD CLUB: ribbon lettering correction, detail before Lynx
Before Lynx
FIELD CLUB: ribbon lettering correction, detail in the finished frame
Finished frame

What to check before approving a result​

Compare the product to its source at two scales. At the intended publishing size, check the silhouette, color, print placement and overall appearance. In the detail view, check the exact wording, symbol, motif arrangement, label color and material around the refined area.

A corrected word does not by itself establish that the whole product is faithful. The Botanical Atlas comparison shows that fine artwork can change. A woven badge can become clearer while its heron or border also changes. Approve the complete product, not only the newly legible text.

If a detail is hidden, blurred or too small in the reference, supply a clearer view. If it is obscured in the generated shot, adjust the pose or framing and generate again with Lynx enabled.

Optional advanced control: manual Lynx areas​

Most people can begin by enabling Lynx in the composer. Manual Lynx areas are optional, for cases where you want more control over which reference detail receives attention. They are not a prerequisite for generating with Lynx, and you do not need to manually retouch the finished image to use the feature.

Start with the automatic result and your reference check. Use the optional area controls when a specific detail needs more direction, then review the next result against the same source.

Frequently asked questions​

How do I turn on Astria Lynx?​

Attach your product references, open the composer’s cog wheel (Advanced options), enable Lynx, then Generate. Add a person reference for an on-model image.

Do I need to edit the image or draw Lynx areas first?​

No. Lynx can refine product details automatically during generation, with no manual image edits required. Manual Lynx areas are optional advanced control.

What product details is Lynx for?​

Lynx is for reference details such as logos, small text, complex prints, plaques, emblems, labels and fine product features. This demonstration covers a printed shirt, a small chest logo, a woven badge, a woven bag label and a brass handbag plaque.

Will Lynx reproduce every detail perfectly?​

Results vary. Check the finished image against its product reference, including wording, symbols, print geometry, color and material. Some examples show clear corrections, while others show subtle changes.

Try Lynx with your products​

Open Astria and enable Lynx to try the workflow with your own product references. For current rates, see Astria pricing.