API for SkinGPT

This page provides an overview of the SkinGPT API—the first skin effects try-on system that leverages advanced generative AI technologies, such as transformers, to simulate the effects of cosmetic skincare products, aging, and environmental impacts based on clinical claims.

Sections

Effects Management API

Effect — a group of related levels that together represent a full transformation category, such as aging, pigmentation, or acne. Effects provide the overall context, while levels define the granularity and progression within that context.

Effect Level Management API

Level — a vector of parameters that defines a specific transformation or state within a simulation. A level can represent a point in time (e.g., +10 years), or a variation in effect intensity (e.g., minimum, medium, or maximum severity). Each level corresponds to a distinct stage within an effect.

Parameters of Simulations

Parameter — a single numeric or categorical value that defines a specific aspect of a level. Parameters control how an effect is visualized by shaping individual features. A collection of parameters forms a level, and adjustments to these parameters result in different simulation outputs.

How to Upload image to be Processed by SkinGPT

Follow scenario for uploads.

API for Images

Receive Generated Images

Follow scenario for retrieving aux images.

API for Aux Images

Example JSON of aux Images Response

6KB

Example_JSON_of_aux_Images_Response.json

Open

"id": "76d2cdf3-7b44-4fc0-8f7c-6374593e719e"

Indicates ID in our Database

"aux_image_type": "skingpt_generated"

All generated images have the same aux image type which is skingpt_generated

"algo_app": "SkinGPT (Generated vs Original Comparison)

Shows which Algorithm Application was used to generate image

"meta": {
      "prompt": {
        "age": null,
        "uvi": null,
        "acne": null,
        "name": "Vitamin C 6 w",

Each generated image will contain the Prompt of Effect Variant which was used to generate it. This is mostly useful for name property to be able to label generated images in your interface.

"signed_url": "https://storage.googleapis.com/...",

This field contains temporary URL to download your generated image.