The outfit studio
AI Virtual Try-On
Your photo. A new piece of clothing. See how the look comes together.
Start with a person photo and a garment photo, then use the prepared instructions to create an outfit preview. Kuca keeps the references in a fixed order, so you can concentrate on the look instead of explaining which image is which.
Two photos, one outfit preview
- 01
Add the person
Use a clear photo that shows the part of the body covered by the new garment.
- 02
Add the clothing
Keep the piece visible and separate from unrelated products or distracting backgrounds.
- 03
Review and create
Keep the instructions or edit them, choose a model and check the displayed credits.
01
AI Virtual Try-On starts with two clear references
An outfit preview is easier to judge when the two photographs have different jobs. The person photo provides identity, pose and body proportions. The clothing photo provides the piece you want to try: its color, neckline, sleeves, pattern and length. Upload each in its own slot rather than joining them into a single collage. This makes it easier to replace a reference later and compare results without changing everything at once. Start with a simple top, jacket or dress whose outline is easy to see. The image model interprets the references; it does not perform a physical fitting or guarantee that every stitch will match the product.
02
Choose a person photo that leaves room for the outfit
Use a picture where the relevant body area is visible. A face close-up does not show enough information for a full-length dress, while a waist-up photo can be a reasonable starting point for a shirt. Keep hands, bags and furniture away from important clothing edges when possible. An upright pose and even lighting help you inspect the result later. Very loose existing clothing can hide the body outline, and a sharply twisted pose makes garment placement harder to interpret. You do not need a studio portrait, but avoid heavy filters and strong motion blur. Use a photo you own or have permission to transform, especially if the person is not you.
03
Give the clothing its own clean picture
A simple product image or flat lay can show the garment clearly without requiring a person to be wearing it. Crop out unrelated pieces, shopping interface elements and decorative text. Keep the entire garment in view, including cuffs and the bottom edge. If its back differs from its front, use the side relevant to your intended view. Patterns and small labels are useful references but may be reinterpreted in the generated picture. Keep the original nearby when reviewing. An AI clothes changer should help you explore a look, not silently replace the product with a different design. Re-upload a clearer reference before adding a long list of corrective instructions.
04
Make one styling decision at a time
The prepared prompt asks the model to preserve the person and transfer the visible garment details. You can leave it unchanged for a first attempt. If you edit it, specify the main change: replace the jacket, keep the trousers, retain the pose or simplify the background. Avoid asking for several unrelated outfits in one image. An AI outfit generator can explore new combinations, but this page is most useful when the clothing reference stays identifiable. Compare one color or silhouette at a time, with the same person photo. That gives you a practical basis for choosing a direction instead of judging a completely different character, setting and outfit in every result.
05
Choose settings for the image you actually need
Model selection sits below the optional instructions. The available models accept multiple image references, but their formats, resolutions and costs differ. Use the controls shown for the selected model rather than assuming the same settings apply everywhere. A portrait frame usually gives more room for a full outfit; a tighter crop may suit a top or jacket. Leave enough space around the body so cuffs, hems and footwear are not accidentally excluded. Start with a modest output setting while testing a concept, then consider a larger final image after the composition works. More pixels alone will not fix an incorrect sleeve, a changed face or a garment that no longer resembles the source.
06
Review identity, clothing and image details separately
Look at the person first: are the face, hairstyle and body proportions still recognizable? Then examine the garment against the original photo. Check the collar, sleeve length, color distribution, closures and visible pattern. Finally inspect the places where clothing meets the body, such as wrists, shoulders and waist. Watch for hands that have changed, fabric that merges with accessories or shadows that do not match the lighting. A convincing thumbnail can hide these problems. Open the generated image at a useful viewing size before saving it for a project. If a detail is wrong, change the smallest relevant instruction or reference rather than adding many contradictory demands to the next request.
07
Use previews responsibly when sharing or selling
Virtual try on clothes can be useful for comparing a personal look, planning a shoot or discussing a styling idea. If you use the image for a shop or campaign, check that it represents the actual garment rather than an attractive substitute. Do not present an AI preview as a photograph of a real fitting. Verify logos, labels and pattern details before publication, and disclose the use of generated imagery where appropriate. Permissions for the person and the clothing photograph remain your responsibility. Kuca generation does not grant rights to someone else’s face, product image or trademark. Save the source photos alongside the selected output so your team can check what was changed.
08
Keep a useful comparison set, not just one favorite
For a wardrobe decision, save a small group of comparable looks with the same person, pose and crop. Record which garment photo, instructions and model produced each version. Change one part of the outfit between attempts, then compare the results at the same size. The history panel helps you find previous generations and inspect the images, while the download controls let you retain versions for your own review. A second generation is another interpretation rather than an exact repair of the first. When choosing something to wear, combine the visual comparison with real product measurements, fabric information and your own preferences. Treat the generated look as a conversation starter, not the final answer about how clothing will feel.
Before your first outfit preview
Which photo goes in each upload slot?
Put the person in the first slot and the garment in the second. Wait for both uploads to finish before generating. The model receives them in that order even if the clothing finishes uploading first. A clear full-body or waist-up photo is useful, depending on the garment you want to replace.
Do I need to write a prompt?
No. The prepared instructions already explain the two references and ask for a dressed-person image. Open Edit only when you want to change the background, styling or which clothing should remain unchanged. Keep the reference roles clear when making changes.
Can I try several pieces at once?
This page uses one person photo and one clothing photo. Begin with a single garment rather than a collage of separate products. You can use an approved result as the person reference for another look, but inspect the face and previously generated clothing again after each change.
How do I check the cost and model?
Choose an image-capable model below the instructions, then review its available settings. The generation button shows the estimated credits for your current selection. Uploading and editing do not submit a generation. Sign in and confirm only when your references and settings are ready.
Does the picture tell me which size to buy?
No. The image does not provide a physical fit calculation, measurements or a prediction of fabric stretch. Check the seller’s dimensions and product details, compare them with your measurements, and use real fitting information before deciding on a size.