Let customers visualize clothing on varied body types.
Flux 2 Max 3 to 9 credits.
Priced as a generation. Save the product once and reuse it across the catalogue.
- 1
Upload a clean, evenly lit shot of the garment, flat or on a mannequin.
- 2
Choose or save the model, then reuse that reference across the collection.
- 3
Describe the styling and setting so every variant matches.
- 4
Check colour against a physical reference. Colour mismatch drives returns.
- Input
- Flat lay or mannequin shot
- Output
- On-model, up to Full HD
- Consistency
- Same model, every SKU
- Disclosure
- Label AI models
What is virtual try-on?
Virtual try-on places a garment onto a model so apparel can be shown worn without a photoshoot per variant. APImage generates this from a flat or mannequin shot of the item, and can hold the same model across a whole collection so a lookbook reads as one session. Fit and colour follow the source image, so verify both before publishing.
How does this tool simplify my workflow?
APImage automates complex and repetitive image processing tasks using state-of-the-art AI, saving you hours of manual editing.
Can I use the output for commercial purposes?
Yes, all images processed and generated through APImage can be used for commercial product listings, ads, and marketing.
Is there an API available for this tool?
Absolutely. You can integrate this exact tool directly into your own app or pipeline using our REST API. Check the Developer Docs for endpoints.
What formats and file sizes are supported?
We support JPG, PNG, and WEBP formats up to 5MB per image for uploads. Generated outputs can be downloaded in high-res PNG or JPG.









