Pigmentation Result Scheme
Haut.AI provides an AI algorithm that estimates pigmented spots for different facial areas and the whole face.
Description
Pigmentation Algorithmalgorithm_tech_name
algorithm_tech_namepigmentation
area_name
area_nameThe algorithm returns metrics and sub-metrics for the following facial areas:
facenose_upper_triangleright_cheek_wideleft_cheek_wideforeheadchin_wide
main_metric
main_metricThe main metric is an overall score indicating the pigmented spots for each area_name
"main_metric": {
"value": 95,
"widget_type": "bad_good_line",
"name": "Pigmentation score",
"tech_name": "pigmentation_score",
"widget_meta": null
},valuethe pigmentation score ranges from[0,100]The higher the value of this parameter, the fewer pigmented spots.The score can be classified into six classes based on
value:(90,100]- Excellent(80,90]- Great(70,80]- Good(50,70]- Average(30, 50]- Poor[0,30]- Bad
"widget_type": "bad_good_line"indicates that a higher value is better"name": "Pigmentation score""tech_name": "pigmentation_score"
sub_metrics
sub_metricsThe algorithm returns sub-metrics for each area_name
"sub_metrics": [
{
"value": 12,
"widget_type": "numeric",
"name": "Number of pigmentation spots",
"tech_name": "number_of_regions",
"widget_meta": null
},
{
"value": 0,
"widget_type": "density",
"name": "Pigmentation density score",
"tech_name": "density_score",
"widget_meta": null
},
{
"value": 0,
"widget_type": "density",
"name": "Average intensity of pigmentation",
"tech_name": "average_intensity_score",
"widget_meta": null
},
{
"value": 9,
"widget_type": "density",
"name": "Average size of pigmentation spots",
"tech_name": "average_region_size",
"widget_meta": null
},
{
"value": 5,
"widget_type": "density",
"name": "Standard deviation of pigmentation spots size",
"tech_name": "region_size_std",
"widget_meta": null
}
]Number of pigmented spotsestimates the number of detected pigmented spotsvaluethe detected number of spots"widget_type": "numeric""name": "Number of pigmented spots""tech_name": "number_of_regions"
Pigmentation density scoreestimates the density of spotsvaluethe density of pigmented spots"widget_type": "density""name": "Pigmentation density score""tech_name": "density_score"
Average size of pigmented spotsestimates the average size of pigmented spots in comparison with the skin areavalue"widget_type": "density""name": "Average size of pigmentation spots""tech_name": "average_region_size"
Standard deviation of pigmented spots' sizeestimates the standard deviation of pigmented spots' sizevaluethe density of pigmented spots"widget_type": "density""name": "Standard deviation of pigmentation spots size""tech_name": "region_size_std"
Average intensity of pigmentationestimates the intensity of pigmented spotsvaluethe higher the value of this parameter, the more severe the spots"widget_type": "density""name": "Average intensity of pigmentation""tech_name": "average_intensity_score"
masks_restored
masks_restoredThe algorithm returns a vectorized masks of pigmented spots for a face-aligned image
"mask_type": "polygon_mask"
masks_original
masks_originalThe algorithm returns a vectorized mask of pigmented spots for an original image
"mask_type": "polygon_mask"
Example (JSON)
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