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Reference · Fashion AI School

Fashion AI glossary

51 terms where garment construction, photography and generative AI meet — each with a plain definition and, where useful, how to write it in a prompt.

Garment terms

Bias cut
Fabric cut at 45° to the grain so it drapes and clings to the body.
bias-cut satin slip dress, fluid drape following the body
Godet
A triangular fabric insert that adds flare to a skirt or hem.
midi skirt with godet inserts, flared hem in motion
Drop shoulder
A shoulder seam that sits below the natural shoulder for a relaxed fit.
oversized drop-shoulder knit, seam falling on upper arm
Trompe l'œil
A print or construction that creates an optical illusion, like printed pockets.
trompe l'oeil print of a trench coat on a plain T-shirt
Welt pocket
A slim pocket finished with a fabric strip, common on tailoring.
tailored blazer with flat welt pockets, crisp edges
French seam
An enclosed seam with no visible raw edge, used on sheer fabrics.
sheer organza blouse with fine French seams
Pleats
Folds pressed or stitched into fabric: knife, box, accordion or sunray.
accordion-pleated midi skirt, sharp even pleats
Silhouette
The overall outline of a garment or look: A-line, column, cocoon, hourglass.
cocoon silhouette wool coat, rounded back
Hand (fabric)
How a fabric feels and moves: crisp, fluid, stiff, spongy. Describing it improves AI drape.
heavy fluid crepe with a soft hand
Colourway
One colour version of the same design.
same jacket in three colourways: ecru, olive, navy
Tech pack
The technical document a factory uses to make a garment: flats, measurements, materials.
Selvedge
The self-finished woven edge of a fabric that stops it fraying; prized on raw denim.
raw selvedge denim cuff with red-line edge
Dart
A stitched fold that shapes flat fabric around the bust, waist or hip.
fitted bodice with clean bust darts
Peplum
A short flared ruffle or panel attached at the waist of a top or jacket.
structured peplum jacket, flared at the waist
Jacquard
A fabric with the pattern woven in rather than printed.
floral jacquard weave, pattern visible in the fabric texture
Bouclé
A looped, textured yarn giving a nubby surface, classic on tweed jackets.
cream bouclé jacket, visible looped texture

Photography terms

Ghost mannequin
Product photo where the garment appears worn by an invisible body.
ghost mannequin product shot, hollow neckline, white background
Flat lay
Product photographed laid flat from directly above.
top-down flat lay on linen, soft shadow
Rim light
Light from behind that outlines the subject's edges.
rim light separating model from dark background
Butterfly lighting
Key light high and in front, casting a small shadow under the nose; classic for beauty.
butterfly lighting beauty close-up
Softbox
A diffused light source giving soft, even shadows.
large softbox from left, soft shadow falloff
Hard light
Small, direct light producing crisp shadows; editorial and summer looks.
hard midday sun, sharp shadows
Focal length
Lens choice that changes perspective: 35mm wide, 85mm portrait, 100mm macro.
shot on 85mm lens, shallow depth of field
Lookbook
A consistent series of images presenting a collection.
lookbook series, same model, same light, plain backdrop
Packshot
A clean, standard product image for e-commerce.
clean packshot, centred, seamless white
Cyclorama (cyc)
A curved seamless studio wall that hides the floor-wall line.
seamless white cyclorama, no visible horizon
Rembrandt lighting
Side key light that leaves a small triangle of light on the shadow cheek.
Rembrandt lighting, triangle of light under the eye
Specular highlight
The bright reflection of a light source on shiny surfaces like satin, metal or skin.
controlled specular highlights on satin and gold
Depth of field
How much of the image is sharp; shallow depth blurs the background.
shallow depth of field, background softly blurred
Colour grading
Adjusting colour and tone after the shoot to create a consistent mood.
warm film colour grade, lifted blacks
On-model shot
A product photographed worn by a person, as opposed to a flat lay or packshot.

AI terms

Reference image
An image given to the model to copy a face, garment or style.
Image to video
Animating a still image into a short video clip while keeping its content.
LoRA
A small add-on model trained on a specific face, product or style for consistency.
ControlNet
A method that guides generation with a sketch, pose or depth map; useful for turning flats into renders.
IP-Adapter
A technique that uses an image as a style or identity prompt alongside text.
Inpainting
Regenerating only a selected area, e.g. swapping a sleeve or fixing hands.
Outpainting
Extending an image beyond its edges, e.g. turning a portrait crop into a wide banner.
Seed
The number that sets a generation's starting noise; reusing it helps reproduce a result.
Negative prompt
Words describing what to avoid, like extra fingers or warped text.
Aspect ratio
Width-to-height shape of the output: 9:16, 4:5, 3:4, 16:9.
--ar 4:5
Garment swap
Replacing clothes in an image with a different garment while keeping the person.
Character consistency
Keeping the same face and body across many generated images.
Upscaling
Increasing resolution and detail after generation, for print or large banners.
Image to image
Generating a new image that starts from an existing one, keeping its layout or style.
Prompt drift
When repeated generations slowly lose the original face, product or style.
Hallucinated detail
Details the AI invents that are not in the real product: extra buttons, wrong logos, changed stitching.
Text to image
Creating an image from a written description alone, with no reference photo.
Virtual try-on
Showing a real garment on a person in a photo using AI, so shoppers see the fit before buying.
AI model (virtual model)
A generated person used to present clothes or products instead of hiring a model for every shoot.
Motion transfer
Copying the movement from a reference video onto a different person or character.
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