Virtual Try-on
BETA. Backend V1 feature. Price changes still pending.
More examples in the gallery - Swimming suit and Parka
Overview
Virtual try-on is the term for the process of generating images of a person wearing a specific garment or clothing item. This can be useful for e-commerce websites, fashion designers, or even for personal use.
To use Astria's virtual try-on feature, you need to create:
- A model of the person you want to dress up ideally through fine-tuning
- A faceid fine-tune of the garment you want to try on. The faceid class name should be
clothingorgarmentas it is used to identify the garment in the image and remove the original model in case a reference image with a fashion model is used.
For prompting, use both the fine-tuned model of the person and the faceid reference of the garment. See below reference example prompt. Ideally you should try to describe the background/scene and type of cloth the person is wearing. In case a reference image to the garment includes a fashion model, a better alternative to this, could be to use the input image as a reference pose as well as img2img to bring some of the background features into the image. For example a swimming suit reference image might feature a background pool, while a reference parka might feature a snowy background.
It is recommended to use 3:4 aspect-ratio - 512x680 width x height for the input image.
<faceid:1227460:1> ohwx woman wearing a swimming suit, high resolution fashion photoshoot, UHD
num_images=4
negative_prompt=old, wrinkles, mole, blemish, scar, sad, severe, 3d, cg
seed=
steps=30
cfg_scale=
controlnet=pose
input_image_url=https://sdbooth2-production.s3.amazonaws.com/7cw0uwxugd4g22qobjlow6h5gbcv
mask_image_url=
denoising_strength=0.9
controlnet_conditioning_scale=0.4
controlnet_txt2img=false
super_resolution=true
inpaint_faces=true
face_correct=false
film_grain=false
face_swap=true
hires_fix=true
backend_version=1
prompt_expansion=undefined
ar=1:1
scheduler=dpm++sde_karras
color_grading=
use_lpw=true
w=
h=