Use case · Fashion video
Your stills are the footage.
Generate PDP loops and campaign cuts from catalog imagery you already approved — as a clip's literal first frame, or as references for a whole sequence. Same pipeline: generated, reviewed, delivered.
The approved still
Already in your library.
First frame
The clip
Generated from that exact image.
Real 5-second 360 loops, generated from the approved catalog stills. Same garments, same models, no new shoot.
Where it shows up
The PDP and the campaign.
Two destinations, one pipeline: the clip that sells the drape on the product page, and the cut that stops the scroll in ads and landing pages. Teams running this in production ship both from the same approved stills.
All clothing / Knitwear /Check crew sweater
Knitwear
Check crew sweater
$95Blue and cream check knit with a relaxed crew neck
Gallery
Free returns · Ships in 2 to 4 days
The clip sits in the gallery like any other asset — generated with Uwear, no shoot behind it.
yourbrand
Sponsored
The new knits, on real drape
Shop nowOne more pipeline step
Still in, clip out.
No separate video vendor, no new asset chain: motion runs through the pipeline your stills already use.
- 01
Start from approved stills
Any image in your library can drive a clip: the literal first frame for the Kling family, references for Seedance 2. Either way, the garment is anchored to work you already signed off.
- 02
Choose the motion and the model
A 360 loop, subtle PDP drape, or campaign move — three to fifteen seconds, audio when you want it.
- 03
Review the clip like any output
Video runs through the same review states as stills: approve, flag, or retry before anything ships.
- 04
Deliver, and harvest frames
Clips ship to PDPs, apps, and channels — and any frame can be saved back to the library as a new still.
POST api.uwear.ai/generation
video request{
"use_case": "video",
"generation_result_parent_id": 316482, // the approved still
"model_slug": "kling-2-5-turbo-pro",
"prompt": "slow 360 turn, studio light held constant",
"duration": 5
}One approved still, three engines
The same approved still, handed to each frontier model — the Kling family takes it as the clip’s literal first frame, Seedance 2 takes it as a reference and can go anywhere from there. Pick the engine per clip: a fast loop, a directed move, or a multi-shot sequence.
Seedance 2
Up to 15 s · audio · multi-shot · face refs
The powerhouse: feed it references — garment, model, faces — and it directs a whole multi-shot sequence, no first frame required.
Kling 3 Pro
3–15 s · audio · last-frame control
Precise motion: pin the first and last frame and direct exactly what happens between them.
Kling 2.5 Turbo Pro
5–10 s · last-frame control
The fast workhorse for repeatable PDP loops across a whole drop.
Two ways to a sequence
Storyboard the whole video.
Seedance 2 carries several shots from a single prompt when speed matters. When you need control, the Montage editor works the other way around: your stills become the keyframes. Pick the exact frames the video must hit, generate the motion between them, and cut it on one timeline — a campaign video where every key moment is an image you chose.
How you run it
One clip or the whole drop.
Operator interface
Studio
Generate and review clips next to their stills, on the same board.
Explore StudioConversational
Agent Mode
Describe the motion once; the agent runs it across the drop.
Explore Agent ModeWhy it pays
More media per product, zero new shoots.
PDP video, app surfaces, social clips, campaign tests — all from the asset base you already approved. The pieces that make it production-safe:
The volume
Batch Workflows
Every hero SKU in the drop gets its clip in one run, not a per-product project.
Explore Batch WorkflowsThe trust
Review & QA
Clips carry the same review states as stills, so nothing unvetted reaches a shopper.
Explore Review & QAThe source
Asset Library
Clips start from approved results, and harvested frames flow back in as new stills.
Explore Asset LibraryFashion video FAQ
How AI fashion video behaves inside Uwear production workflows.
Generating short product videos — 360 loops, PDP motion, campaign cuts — directly from stills of your product on a model, instead of filming. Depending on the model, the still is the clip’s literal first frame or a reference it builds the whole sequence from.
No. Clips are generated image-to-video from the catalog stills you already approved. If a product has an approved on-model image in your library, it can have a video.
Two anchors, depending on the engine. With the Kling family, the approved still is the clip’s literal first frame. Seedance 2 works from references instead — garment, model, even faces — and holds them across every shot. Either way, the clip runs the same review states as stills before it ships.
Three to fifteen seconds depending on the model, with vertical, square, and landscape aspect ratios, and optional audio. The model catalog currently includes Seedance 2 and the Kling family, chosen per clip.
Yes. Any frame of a generated clip can be saved back to your library as a new still, so one good clip can also yield new poses and crops for the PDP.
Yes. Video is a pipeline step like any other: a batch can take every approved hero image in a collection and return the full set of clips in one run.
Put your catalog in motion.
Pick ten approved stills. We'll return them as PDP-ready clips, reviewed and delivered like everything else.
Existing customer? Log in to Studio
Pairs with Catalog visuals at scale · Batch Workflows · Review & QA
