How to Generate AI Bra & Lingerie Photos: Complete Guide

Generating professional on-model photos for bras and lingerie has always been one of the hardest challenges in fashion e-commerce. Between sensitive content restrictions, the need for diverse model representation, and the sheer volume of SKUs to photograph, traditional photoshoots are expensive and slow. With Uwear's bra AI generator, you can go from a single product photo to a full catalog of on-model shots, multiple angles, close-ups, video content, and batch-process thousands of products — all from your browser.

This guide walks you through the entire workflow step by step, using real examples from our AI Studio.

Step 1: Prepare Your Product Images

The ideal input for AI generation is a clean flat-lay photo of your bra or lingerie set on a plain background. But what if your brand only has on-model photos from previous shoots? No need to re-shoot.

Uwear's image processing can automatically transform on-model photos into clean flat-lay packshots. When uploading your product, simply choose the image processing option to generate a flat lay from your existing on-model shot. This is particularly useful for brands working with legacy catalogs who don't want to go through the trouble of shooting new flats for every product.

Step 2: Generate Your First On-Model Photo

With your flat-lay ready, it's time to generate an on-model photo. In Uwear Studio, select your product flat lay and optionally add a model or avatar reference image. Then configure your generation settings.

In the example above, we used SeedDream 4.5 as the AI model with the following prompt:

The result is a photorealistic full-body shot of the model wearing the exact bra and panty set from the flat lay, complete with accurate fabric details, lace patterns, and natural body positioning.

Step 3: Generate Diverse Models — No Avatar Required

You don't need to upload a model or avatar photo to generate on-model images. Simply describe the model you want in the prompt, and the AI will generate accordingly. This makes it effortless to create diverse representation across your product catalog.

In the example above, we used the same flat-lay product image with the same base prompt, but specified different model descriptions — one for a Black woman and one for a Chinese woman. The AI faithfully generates each model while keeping the product perfectly consistent.

This prompt-driven approach gives brands complete control over model diversity without managing a library of avatar photos. You can specify ethnicity, body type, hair style, and more — all through text.

Step 4: Create Multiple Angles, Close-Ups & Video

Once you have a full-body generation you're happy with, you can create a complete content set without starting over. Using the Step 2 pipeline in Uwear Studio, you can add multiple edit operations to your initial generation — each producing a different variation.

In the video above, we took the full-body front shot from Step 2 and created three additional variations plus a video — all in just a few clicks:

Every edit operation is fully customizable through prompts. You can adjust the camera angle, describe specific poses, change the background, or add any creative direction — all within the same generation pipeline.

Step 5: Scale to Thousands with Batch Generation

Here's where it all comes together. Once you're confident with the prompts, AI model selection, and edit pipeline you've built for one product, you can apply the exact same settings across your entire catalog using Batch Generation.

In the screenshot above, you can see our Batch Generation feature with multiple bra products selected and the same generation settings applied to each one — the same AI model, prompt, camera angles, and Step 2 edit pipeline. Select your products, configure once, and hit generate.

The Complete Bra AI Generation Workflow