image

Description

Image data as multipart/form-data. Up to 10 images can be identified as part of one observation. This means that it is assumed that multiple images are pictures of the same subject.

Example request

Get test image Get test image

​

Requires curl and jq.

curl \
    -X POST \
    -F "image=@27127725.jpg" \
    -F "image=@27127726.jpg" \
    "https://multi-source.identify.biodiversityanalysis.eu/v2/observation/identify" | \
jq

Requires the Python requests library. Available with pip install requests.

import json

import requests


def example_request():
    url = (
        "https://multi-source.identify."
        "biodiversityanalysis.eu/v2/"
        "observation/identify"
    )
    test_image_1 = "27127725.jpg"
    test_image_2 = "27127726.jpg"

    with open(test_image_1, "rb") as image_1:
        with open(test_image_2, "rb") as image_2:
            response = requests.post(
                url=url,
                files=(
                    ("image", image_1),
                    ("image", image_2),
                ),
            )
    return response.json()


if __name__ == "__main__":
    json_response = example_request()
    print(json.dumps(json_response, indent=2))

Example response

{
  "api_implementation": {
    "tag": "api-v2:2.1.0-20230616",
    "version": "49476035"
  },
  "generated_by": {
    "datetime": "2023-06-28T12:30:22.323669",
    "parameters": {},
    "tag": "algorithm=msm-eur:1.1-20230619,api=api-v2:2.1.0-20230616",
    "version": "algorithm=df722733dc3eb9647870d237c918cecd0d8aabeb,api=49476035"
  },
  "identification": {
    "image": {
      "confidence": "confident"
    }
  },
  "links": {
    "taxa": {
      "url": "v2/taxa/main_order"
    },
    "taxa_with_filter": {
      "url": "v2/taxa/main_order?id={taxon_id}"
    }
  },
  "media": [
    {
      "filename": "27127725",
      "id": "image0"
    },
    {
      "filename": "27127726",
      "id": "image1"
    }
  ],
  "model_implementation": {
    "algorithm_tag": "msm-eur:1.1-20230619",
    "tag": "main_order",
    "version": "df722733dc3eb9647870d237c918cecd0d8aabeb"
  },
  "predictions": [
    {
      "region_group_id": "individual0",
      "taxa": {
        "items": [
          {
            "probability": 0.995506,
            "scientific_name": "Rorippa austriaca",
            "scientific_name_id": "GBIF:3053406"
          },
          {
            "probability": 0.002862,
            "scientific_name": "Bunias orientalis",
            "scientific_name_id": "GBIF:3050364"
          },
          {
            "probability": 0.001321,
            "scientific_name": "Rorippa armoracioides",
            "scientific_name_id": "GBIF:3693306"
          },
          {
            "probability": 0.000171,
            "scientific_name": "Rorippa amphibia",
            "scientific_name_id": "GBIF:3053201"
          },
          {
            "probability": 6.3e-5,
            "scientific_name": "Lepidium latifolium",
            "scientific_name_id": "GBIF:5376692"
          },
          {
            "probability": 4.1e-5,
            "scientific_name": "Armoracia rusticana",
            "scientific_name_id": "GBIF:3041022"
          },
          {
            "probability": 6e-6,
            "scientific_name": "Brassica nigra",
            "scientific_name_id": "GBIF:3042658"
          },
          {
            "probability": 4e-6,
            "scientific_name": "Brassica juncea",
            "scientific_name_id": "GBIF:3042751"
          },
          {
            "probability": 4e-6,
            "scientific_name": "Sisymbrium austriacum subsp. chrysanthum",
            "scientific_name_id": "GBIF:3046925"
          },
          {
            "probability": 3e-6,
            "scientific_name": "Rorippa",
            "scientific_name_id": "GBIF:3053118"
          }
        ],
        "type": "multiclass"
      }
    }
  ],
  "region_groups": [
    {
      "id": "individual0",
      "individual_id": "individual0",
      "regions": [
        {
          "box": {
            "x1": 0,
            "x2": 1,
            "y1": 0.125,
            "y2": 0.875
          },
          "id": "image0?region=full",
          "media_id": "image0"
        },
        {
          "box": {
            "x1": 0,
            "x2": 1,
            "y1": 0.125,
            "y2": 0.875
          },
          "id": "image1?region=full",
          "media_id": "image1"
        }
      ]
    }
  ]
}