Sequence of method calls

validate -> predict

The first query allows you to determine if the image is suitable for analysis. The second request is directly checking the image. If you submit an image of anything at the entrance to the prediction, then this image will be recognized as some kind of skin formation.

Information about requirements to photo & userflow example available
on the video below

POST  /validate

URL: https://api.skinive.com/validate

Description:

Checks the photo for suitability for recognition

Curl:

curl –location –request POST ‘https://api.skiniver.com/validate‘ \

–header ‘Authorization: token‘ \

–form ‘img=”@img.jpg”

Request

–header ‘Authorization: token

Params

img * fileimage presented as file

Response:

{
“prob”:“0.99”, *required field //the probability that the picture is good or bad

“isgood”: “false” *required field // a field indicating how the validation went, if you received it false, you need to ask the user to take a photo again.
}

POST  /predict

URL: https://api.skiniver.com/predict

Description:

Diagnosis of the presence of a skin disease

Curl:

curl –location –request POST ‘https://api.skiniver.com/predict‘ \

— header ‘Authorization: token‘ \

— form ‘img=”@img.jpg”

Request

–header ‘Authorization: token’

–header ‘Locale: ru/en’

Params

img * file()

lang  string

Response:

{
"atlas_page_link":"https://skinive.com/dermatlas/benign-formations/id23-benign-nevus/", *required field // atlas article link
"check_datetime":"2021-01-14T16:04:19+0000", *required field //check time
"class":"Benign nevus", *required field // disease name
"class_raw":"benign_nevus", *required field
"colored_s3_url":"https://cdn.skiniver.com/colored/7/2/fc65b2bd-bfb6-4bc5-8143-0eed0b1753ff.jpg", *required field // The second image of the process of the neural network

"description":"Risk assessment: No health hazards identified. Benign skin neoplasm was detected. 
You should contact a dermatologist in case of damage to this neoplasm or with changes in its area. 
Once a year - scheduled monitoring by a dermatologist.\n\nProbable diagnosis: 
\n99% Benign nevus\n\nDiagnosis: after dermatoscopy\nTreatment: not required. 
observation\nAdvice: Scheduled visit to a dermatologist\n", *required field //Status description and recommendations for further steps

"desease":"Benign formation", *required field // type of disease
"error":null,
"image_url":"https://cdn.skiniver.com/benign_nevus/ec834c8ae1a64194a5c8e9d548363676_226751224917.jpg", *required field //source image
"masked_s3_url":"https://cdn.skiniver.com/masked/7/2/6e7fadbd-fc9a-4a64-ad36-c9923f8042ec.jpg", *required field //The first image of the process of the neural network
"prob":"99", *required field //The probability of coincidence of signs of this disease  
"risk":"Low", *required field //Disease risk level
"risk_level":"low", *required field 
"s3_url":"https://cdn.skiniver.com/benign_nevus/ec834c8ae1a64194a5c8e9d548363676_226751224917.jpg", *required field //second image of neural network
"status":true *required field
}

  

Unique error:

error_code: 1 – Number of checks for this token has expired

error_code: 4 – Failed to load image

Field “class_raw” from predict = field “label” from get_disease_classes


An example of the process of a neural network in photos:

1. Source photo

2. Segmentation

3. Result


GET /get_disease_classes

URL: https://api.skiniver.com/get_disease_classes

Description:

Returns a list of categories with diseases

Curl:

curl –location –request GET ‘https://api.skiniver.com/get_disease_classes‘ \

–header ‘Authorization: token’’

Request

–header ‘Authorization: token’

–header ‘Locale: ru/en’

Response:

{
“categories”:[ *required field
{
“diseases”:[ *required field
{
“id”:”0″, *required field
“label”:”comedone_closed”, *required field
“name”:”Comedone closed” *required field
},
{
“id”:”1″,
“label”:”rosacea”,
“name”:”Rosacea”
},
{
“id”:”3″,
“label”:”acne_pustular”,
“name”:”Acne pustular”
},
{
“id”:”11″,
“label”:”acne_cystic”,
“name”:”Acne cystic”
},
{
“id”:”16″,
“label”:”acne_vulgaris”,
“name”:”Acne vulgaris”
},
{
“id”:”26″,
“label”:”comedone_open”,
“name”:”Comedone open”
},
{
“id”:”29″,
“label”:”milium”,
“name”:”Milium”
}
],
“title_name”:”Acne”
},
{
“diseases”:[
{
“id”:”2″,
“label”:”bouen”,
“name”:”Bouen”
},
{
“id”:”9″,
“label”:”seborrheic_keratosis”,
“name”:”Seborrheic keratosis”
},
{
“id”:”13″,
“label”:”lentigo”,
“name”:”Lentigo”
},
{
“id”:”15″,
“label”:”dysplastic_nevus”,
“name”:”Dysplastic nevus”
},
{
“id”:”22″,
“label”:”actinic_keratosis”,
“name”:”Actinic keratosis”
},
{
“id”:”23″,
“label”:”blue_nevus”,
“name”:”Blue nevus”
},
{
“id”:”24″,
“label”:”keratoakantoma”,
“name”:”Keratoakantoma”
}
],
“title_name”:”Pre cancer”
},
{
“diseases”:[
{
“id”:”4″,
“label”:”hemangioma”,
“name”:”Hemangioma”
},
{
“id”:”6″,
“label”:”halo_nevus”,
“name”:”Halo nevus”
},
{
“id”:”7″,
“label”:”dermatofibroma”,
“name”:”Dermatofibroma”
},
{
“id”:”12″,
“label”:”benign_nevus”,
“name”:”Benign nevus”
},
{
“id”:”17″,
“label”:”papiloma_nevus”,
“name”:”Papiloma nevus”
},
{
“id”:”27″,
“label”:”pyogenic_granuloma”,
“name”:”Pyogenic granuloma”
},
{
“id”:”28″,
“label”:”spitz_nevus”,
“name”:”Spitz nevus”
}
],
“title_name”:”Benign formation”
},
{
“diseases”:[
{
“id”:”5″,
“label”:”skin”,
“name”:”No pathologies”
}
],
“title_name”:”No pathologies”
},
{
“diseases”:[
{
“id”:”8″,
“label”:”basal_cell_carcinoma”,
“name”:”Basal cell carcinoma”
},
{
“id”:”14″,
“label”:”lentigo_melanoma”,
“name”:”Lentigo melanoma”
},
{
“id”:”20″,
“label”:”squamous_cell_carcinoma”,
“name”:”Squamous cell carcinoma”
},
{
“id”:”30″,
“label”:”melanoma”,
“name”:”Melanoma”
}
],
“title_name”:”Malignant formation”
},
{
“diseases”:[
{
“id”:”10″,
“label”:”molluscum_contagiosum”,
“name”:”Molluscum contagiosum”
},
{
“id”:”18″,
“label”:”wart_plane”,
“name”:”Wart plane”
},
{
“id”:”19″,
“label”:”papiloma”,
“name”:”Papiloma”
},
{
“id”:”21″,
“label”:”wart_plantar”,
“name”:”Wart plantar”
},
{
“id”:”25″,
“label”:”wart_vulgaris”,
“name”:”Wart vulgaris”
}
],
“title_name”:”Virus”
}
],
“error”:null,
“status”:true *required field
}

Skinive is currently doing the classification for the following diagnoses:

Benign

  • Skin
  • Benign Nevus,
  • Dermatofibroma,
  • Hemangioma,
  • Halo nevus,
  • Papilloma nevus,
  • Pyogenic Granuloma,
  • Spitz nevus

Pre-cancer

  • Actinic keratosis,
  • Blue nevus,
  • Bouen,
  • Dysplastic nevus,
  • Keratoakantoma,
  • Lentigo,
  • Seborrheic keratosis

Skin cancer

  • Melanoma,
  • Basal cell Carcinoma,
  • Squamous cell carcinoma,
  • Lentigo Melanoma

Fungal Skin Diseases

  • Skin mycosis
  • Trichomycosis
  • Onychomycosis

Viral Skin Diseases

  • Wart vulgaris,
  • Wart plane,
  • Wart palantir,
  • Molluscum contagiosum
  • Papiloma
  • Herpes genitalis,
  • Herpes simplex
  • Herpes varicella zoster
  • Herpes zoster

Papulo-squamous disorders

  • Psoriasis vulgar
  • Psoriasis pustular
  • Seborrheic dermatitis
  • Pink lichen
  • Lichen planus
  • Shining versicolor
  • Red hair lichen

Acne

  • Acne vulgaris,
  • Acne cystic,
  • Comedone open
  • Comedone Closed
  • Rosacea
  • Milium
Our website uses cookies, mainly from 3rd party services. Define your Privacy Preferences and/or agree to our use of cookies.