01
Upload assets, get shots
Product, background, and model images can all become the starting point.
reference image AI generator
Turn the feeling of a reference image into new AI visuals.
Instead of translating taste into complex prompts, upload a reference image. DOBIDOBI reads the light, composition, color, and mood, then creates new product, model, and ad visuals.
Start from the visualPreserve the key moodMove it onto your productExtend into a series
Reference
Generated outputs
Neutral resort reference to multi-angle lookbook
02
Generate around the reference
A clear visual direction means fewer random attempts.
03
No complex prompt needed
Style, lighting, and composition follow the reference.
Case examples
Real assets become usable visuals.
Combine flat product images into a full styled look
Upload apparel, bags, skirts, shoes, and other product images to preview a complete model styling result for styling and creative review.
Use the model library with product images for new angles
Choose a model, upload a product image, add a short prompt, and generate different poses or angles for batch product visual output.
Place the same outfit into different editorial scenes
Select backgrounds from the scene library, such as a coastal terrace or controlled studio light, to compare campaign moods for the same outfit.
Turn fashion sketches into realistic garment visuals
Upload fashion sketches or pattern ideas and generate model visuals that support design review, pattern discussion, and early collection proposals.
Extend design concepts into a lookbook series
Transform black-and-white silhouette sketches into a connected model series for comparing proportions, fabric drape, and brand direction.
Case breakdown
One reference image becomes a full editorial set.
The same look can continue into front, side, back, detail, and full-body shots.
Reference
Reference to multi-angle editorial
Neutral resort reference to multi-angle lookbook
The workflow keeps the beige jacket, lace layering, sunglasses, and soft-light mood, then generates front, back, side, and full-body views for lookbook and ecommerce review.
Reference
Style replication and detail images
Black leather reference to full-body and detail shots
Starting from a black-and-white leather coat reference, the workflow generates back, front, side, and leather belt detail views for showing material, silhouette, and styling.
Why it works
A reference image is often the most stable visual language for a team.
Brand, design, operations, and photography teams may interpret words differently, but one reference can align taste quickly. DOBIDOBI turns that direction into a generative workflow.
01
Upload the reference image
Use a sample shot, moodboard, competitor style, product photo, or portrait.
02
Define the output goal
Choose whether you need product images, model visuals, ad assets, lookbook frames, or video stills.
03
Generate and keep editing
Add strong results to the canvas for background changes, outpainting, recomposition, or video.
Do not start from blank. Let the reference speak first.
Turn existing taste into a visual workflow that can be generated, compared, and edited.
Will it copy the reference image exactly?+
The goal is to understand and extend the visual direction, not copy the original. Confirm reference rights and platform rules before commercial use.
Can a product photo be a reference?+
Yes. A product photo can be the subject, while another image can provide style, scene, or lighting direction.
Who is this useful for?+
Brands, ecommerce teams, designers, photographers, and content teams use it to align direction and create candidate assets quickly.