API for Images

What can you do?

Initiate upload

post
Authorizations
AuthorizationstringRequired

Authenticate using SaaS Private token

Path parameters
company_idstring · uuidRequired
subject_idstring · uuidRequired
Body
frontstring · min: 1 · max: 255Optional
leftstring · min: 1 · max: 255Optional
rightstring · min: 1 · max: 255Optional
creation_timestring | nullOptional
Responses
200Success
application/json
post
/api/v3/companies/{company_id}/subjects/{subject_id}/upload/
POST /api/v3/companies/{company_id}/subjects/{subject_id}/upload/ HTTP/1.1
Host: saas.haut.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 93

{
  "front": "example_front.jpg",
  "left": "example_left.jpg",
  "right": "example_right.jpg",
  "meta": {}
}
{
  "front": {
    "url": "text",
    "method": "text",
    "headers": {
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "content_type": "text",
    "id": "123e4567-e89b-12d3-a456-426614174000"
  },
  "left": {
    "url": "text",
    "method": "text",
    "headers": {
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "content_type": "text",
    "id": "123e4567-e89b-12d3-a456-426614174000"
  },
  "right": {
    "url": "text",
    "method": "text",
    "headers": {
      "ANY_ADDITIONAL_PROPERTY": "anything"
    },
    "content_type": "text",
    "id": "123e4567-e89b-12d3-a456-426614174000"
  },
  "image_batch_id": "123e4567-e89b-12d3-a456-426614174000"
}

Request

Note that you only use text keys for different sides of face: front, left, right. The value should be the name of the file or whatever you want to name it.

Response

{
    "front": {
        "url": "https://storage.googleapis.com/...",
        "method": "PUT",
        "headers": {
            "Content-Type": "application/octet-stream",
            "X-Goog-Content-Length-Range": "1,31457280",
            "Host": "storage.googleapis.com"
        },
        "content_type": "application/octet-stream",
        "id": "adcf1265-dbd8-495c-afa4-f7aceb2e4fbe"
    },
    "image_batch_id": "5243ab6a-bd30-4932-b98c-45e43edfdc36"
}

Don't forget to save image_batch_id from the response.

Upload image(s) to storage

Perform upload to the url from previous response

Upload image with python
import pathlib
import httpx

upload_response = ... # response from upload method
httpx.put(
  url=upload_response["front"]["url"],
  headers=upload_response["front"]["headers"], 
  data=pathlib.Path("my_selfiie.jpg").read_bytes(),
)
Upload image with curl
curl -X PUT \
    {url} \
    -H 'content-type: application/octet-stream' \
    -H 'X-Goog-Content-Length-Range: 1,31457280' \
    -d @my_selfie.jpg

Send image batch to computation by algorithms

post
Authorizations
AuthorizationstringRequired

Authenticate using SaaS Private token

Path parameters
company_idstring · uuidRequired
image_batch_idstring · uuidRequired
Body
app_argsanyOptional
Responses
200

No response body

No content
post
/api/v3/companies/{company_id}/batches/{image_batch_id}/compute/
POST /api/v3/companies/{company_id}/batches/{image_batch_id}/compute/ HTTP/1.1
Host: saas.haut.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Content-Type: application/json
Accept: */*
Content-Length: 17

{
  "app_args": null
}
No content

Fetch results per Algorithm Application for single image batch

get
Authorizations
AuthorizationstringRequired

Authenticate using SaaS Private token

Path parameters
company_idstring · uuidRequired
image_batch_idstring · uuidRequired
Query parameters
expiration_secondsintegerOptional

Expiration seconds for signed URLs

Default: 3600
with_masksbooleanOptional

Whether to include masks in the response

Default: true
svg_masksbooleanOptional

Whether to return masks as SVG images in the response

Default: true
Responses
200Success
application/json
get
/api/v3/companies/{company_id}/batches/{image_batch_id}/results/
GET /api/v3/companies/{company_id}/batches/{image_batch_id}/results/ HTTP/1.1
Host: saas.haut.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Accept: */*
200Success
{
  "face_skin_metrics_3": {
    "image_batch_id": "text",
    "subject_id": "text",
    "parameters": {
      "age": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "age": 1,
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "breakouts": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "score": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "dark_circles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "deep_lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "enlarged_pores": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "eyes_age": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "eyes_age": 1,
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "fine_lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "freckles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "inflammation": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "irritation": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "ita": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "classification": "text",
        "ita": 1,
        "l_channel": 1,
        "a_channel": 1,
        "b_channel": 1,
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "jowls": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "lacrimal_grooves": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "marionette_lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "melasma": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "moles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "nasolabial_wrinkles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "pigmentation": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "score": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "pimples": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "pores": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "puffiness": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "redness": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "sagging": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "skin_type": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "classification": "text",
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "skintone": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "classification": "text",
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "sun_spots": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "amount": 1,
        "grade": 1,
        "score": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      }
    },
    "survey_results": [
      {
        "question": "text",
        "answer": "text",
        "created_at": "2025-12-07T03:09:32.733Z"
      }
    ],
    "all_algorithms_calculated": false,
    "sc_app_id": "text",
    "can_watch_predicted_images": false,
    "predicted_images": {
      "front": {
        "original": "text",
        "anonymised": "text",
        "aligned_face": "text"
      },
      "left": {
        "original": "text",
        "anonymised": "text",
        "aligned_face": "text"
      },
      "right": {
        "original": "text",
        "anonymised": "text",
        "aligned_face": "text"
      }
    },
    "detection_errors": {
      "ANY_ADDITIONAL_PROPERTY": "unsupported_file_format"
    }
  },
  "recommendation_system_for_fsm_3": {
    "ANY_ADDITIONAL_PROPERTY": "anything"
  }
}

Fetch all computed parameters for subject

get
Authorizations
AuthorizationstringRequired

Authenticate using SaaS Private token

Path parameters
company_idstring · uuidRequired
subject_idstring · uuidRequired
Responses
200Success
application/json
get
/api/v3/companies/{company_id}/subjects/{subject_id}/parameters/
GET /api/v3/companies/{company_id}/subjects/{subject_id}/parameters/ HTTP/1.1
Host: saas.haut.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Accept: */*
200Success
[
  {
    "image_batch_id": "text",
    "subject_id": "text",
    "parameters": {
      "age": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "age": 1,
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "breakouts": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "score": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "dark_circles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "deep_lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "enlarged_pores": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "eyes_age": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "eyes_age": 1,
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "fine_lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "freckles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "inflammation": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "irritation": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "ita": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "classification": "text",
        "ita": 1,
        "l_channel": 1,
        "a_channel": 1,
        "b_channel": 1,
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "jowls": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "lacrimal_grooves": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "marionette_lines": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "melasma": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "moles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "nasolabial_wrinkles": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "pigmentation": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "grade": 1,
        "score": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "pimples": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "pores": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "amount": 1,
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "puffiness": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "redness": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "sagging": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "score": 1,
        "grade": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "skin_type": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "classification": "text",
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "skintone": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "classification": "text",
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      },
      "sun_spots": {
        "errors": {
          "front": "text",
          "left": "text",
          "right": "text"
        },
        "tag": "Great",
        "density": 1,
        "amount": 1,
        "grade": 1,
        "score": 1,
        "masks": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          }
        },
        "areas": {
          "ANY_ADDITIONAL_PROPERTY": {
            "ANY_ADDITIONAL_PROPERTY": 1
          }
        },
        "algorithm": {
          "ANY_ADDITIONAL_PROPERTY": "anything"
        },
        "ANY_ADDITIONAL_PROPERTY": "anything"
      }
    },
    "survey_results": [
      {
        "question": "text",
        "answer": "text",
        "created_at": "2025-12-07T03:09:32.733Z"
      }
    ],
    "all_algorithms_calculated": false,
    "sc_app_id": "text",
    "can_watch_predicted_images": false,
    "predicted_images": {
      "front": {
        "original": "text",
        "anonymised": "text",
        "aligned_face": "text"
      },
      "left": {
        "original": "text",
        "anonymised": "text",
        "aligned_face": "text"
      },
      "right": {
        "original": "text",
        "anonymised": "text",
        "aligned_face": "text"
      }
    },
    "detection_errors": {
      "ANY_ADDITIONAL_PROPERTY": "unsupported_file_format"
    }
  }
]

Get batch info

get
Authorizations
AuthorizationstringRequired

Authenticate using SaaS Private token

Path parameters
company_idstring · uuidRequired
image_batch_idstring · uuidRequired
Responses
200Success
application/json
get
/api/v3/companies/{company_id}/batches/{image_batch_id}/
GET /api/v3/companies/{company_id}/batches/{image_batch_id}/ HTTP/1.1
Host: saas.haut.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Accept: */*
200Success
{
  "id": "123e4567-e89b-12d3-a456-426614174000",
  "images": {
    "front": {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "name": "text",
      "created_at": "2025-12-07T03:09:32.733Z",
      "signed_url": null,
      "original_image_id": "123e4567-e89b-12d3-a456-426614174000",
      "meta": null
    },
    "left": {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "name": "text",
      "created_at": "2025-12-07T03:09:32.733Z",
      "signed_url": null,
      "original_image_id": "123e4567-e89b-12d3-a456-426614174000",
      "meta": null
    },
    "right": {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "name": "text",
      "created_at": "2025-12-07T03:09:32.733Z",
      "signed_url": null,
      "original_image_id": "123e4567-e89b-12d3-a456-426614174000",
      "meta": null
    }
  },
  "subject": {
    "id": "123e4567-e89b-12d3-a456-426614174000",
    "name": "text"
  },
  "dataset": {
    "id": "123e4567-e89b-12d3-a456-426614174000",
    "name": "text"
  },
  "connected_applications": [
    "text"
  ],
  "created_at": "2025-12-07T03:09:32.733Z",
  "meta": null
}

List all batches (for company, dataset or subject)

get
Authorizations
AuthorizationstringRequired

Authenticate using SaaS Private token

Path parameters
company_idstring · uuidRequired
Query parameters
orderingstringOptional

Which field to use when ordering the results.

qstringOptional

A search term.

pageintegerOptional

A page number within the paginated result set.

page_sizeintegerOptional

Number of results to return per page.

dataset_idstring · uuidOptional
subject_idstring · uuidOptional
Responses
200Success
application/json
get
/api/v3/companies/{company_id}/batches/
GET /api/v3/companies/{company_id}/batches/ HTTP/1.1
Host: saas.haut.ai
Authorization: Bearer YOUR_SECRET_TOKEN
Accept: */*
200Success
{
  "count": 123,
  "next": "http://api.example.org/accounts/?page=4",
  "previous": "http://api.example.org/accounts/?page=2",
  "results": [
    {
      "id": "123e4567-e89b-12d3-a456-426614174000",
      "creation_time": "2025-12-07T03:09:32.733Z",
      "subject_id": null,
      "images": [
        {
          "id": "123e4567-e89b-12d3-a456-426614174000",
          "name": "text",
          "side": {
            "id": 1,
            "name": "text",
            "tech_name": "text"
          },
          "light": "text",
          "image_type": {
            "id": 1,
            "name": "text",
            "tech_name": "text"
          },
          "side_name": "text",
          "side_tech_name": "text",
          "light_name": null,
          "light_tech_name": null,
          "image_type_name": "text",
          "image_type_tech_name": "text",
          "creation_time": "2025-12-07T03:09:32.733Z",
          "quality_score": null,
          "quality_feedback": null,
          "quality_result": null,
          "quality_issues": [
            "text"
          ],
          "problems": [
            "text"
          ],
          "stage_step_number": null,
          "stage_number": null,
          "urls": {
            "ANY_ADDITIONAL_PROPERTY": "text"
          },
          "signed_url": null,
          "original_image_id": null
        }
      ],
      "connected_applications": [
        "text"
      ],
      "meta": null
    }
  ]
}

  1. Tell us that everything was uploaded 

    /api/v3/companies/{company_id}/batches/{image_batch_id}/compute/

  1. How to get results for 1 images batch? 

    /api/v3/companies/{company_id}/batches/{image_batch_id}/results/

  1. How to get historical parameters for subject? 

    /api/v3/companies/{company_id}/subjects/{subject_id}/parameters/

  1. How to get all batches in your company, dataset or subject 

    /api/v3/companies/{company_id}/batches/
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