Acne Result Scheme

Haut.AI provides an AI algorithm that estimates acne-like spots for different facial areas and the whole face.

Description

Acne Algorithm

algorithm_tech_name

acne

area_name

The algorithm returns metrics and sub-metrics for the following facial areas:

  • face

  • nose_bridge

  • right_cheek_large

  • left_cheek_large

  • forehead_n_bridge

  • chin_wide

main_metric

The main metric is an overall score indicating acne spots for each area_name

"main_metric": {
                "value": 100,
                "widget_type": "bad_good_line",
                "name": "Acne score",
                "tech_name": "acne_score",
                "widget_meta": null
            },
  • value the acne score ranges from [0,100]The higher the value of this parameter, the fewer acne spots and pimples you have

  • "widget_type": "bad_good_line" indicates that a higher value is better

  • "name": "Acne score"

  • "tech_name": "acne_score"

sub_metrics

The algorithm returns sub-metrics for each area_name

"sub_metrics": [
                {
                    "value": 0,
                    "widget_type": "numeric",
                    "name": "Number of acne regions",
                    "tech_name": "number_of_regions",
                    "widget_meta": null
                },
                {
                    "value": 0,
                    "widget_type": "density",
                    "name": "Acne regions density score",
                    "tech_name": "density_score",
                    "widget_meta": null
                },
                {
                    "value": 0,
                    "widget_type": "density",
                    "name": "Average intensity of acne regions",
                    "tech_name": "average_intensity_score",
                    "widget_meta": null
                }
            ]
  • Number of acne regions estimates the number of detected acne spots

    • value the detected number of spots

    • "widget_type": "numeric"

    • "name": "Number of acne regions"

    • "tech_name": "number_of_regions"

  • Acne regions density score estimates the density of spots

    • value the density of acne spots

    • "widget_type": "density"

    • "name": "Acne regions density score"

    • "tech_name": "density_score"

  • Average intensity of acne regions estimates the intensity of acne spots

    • value the higher the value of this parameter, the more severe the spots

    • "widget_type": "density"

    • "name": "Average intensity of acne regions"

    • "tech_name": "average_intensity_score"

masks_restored

The algorithm returns a vectorized mask of acne regions for a face-aligned image

  • "mask_type": "polygon_mask"

  • features

    • geometry

      • "type": "MultiPoint"

    See more on Masks here

masks_original

The algorithm returns a vectorized mask of acne regions for an original image

  • "mask_type": "polygon_mask"

  • features

    • geometry

      • "type": "MultiPoint"

    See more on Masks here

Example (JSON)

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