Plant.id Health Assessment

Plant.id Health Assessment

Identify pests, plant pathogens, nutrient deficiencies, and more with our plant diseases identification API. Plant.id Health Assessment identifies plant health issues from photos with machine learning.

With Plant.id Health Assessment you can recognize:

  • 28 classes of fungal diseases
  • 18 classes of abiotic disorders
  • 17 classes of pests
  • 7 classes of chromista
  • 5 classes of viruses
  • 5 classes of bacterial diseases

Model specification

90 diseases classes

The plant diseases identification API can identify 9 root classes (Abiotic, Animalia, Bacteria, Canker, Chromista, Dead plant, Fungi, Senescence, and Viruses) as well as more specific issues (such as thrips and nutrient deficiencies).

60.5% accuracy

The precision of the binary is_healthy classification is 77.2%, and the recall is 77.5%. The TOP-3 accuracy of the model for 90 classes is 60.5%.

Similar images

Get representative images of suggested plant diseases. Photos are dynamically generated to resemble your photo. We provide you with a license to these photos.

Complex health information

Plant.id Health Assessment provides information about the overall health of the plant (is_healthy binary classification), diagnostics of a specific problem (diseases classification), and information about the disease (common names, description, URL, and more)

Treatment instructions

Get information about treatment methods for each recognized disease. We provide you with information about the biological, chemical, and prevention methods.

Get a list of diseases and other data in JSON

{
  "is_healthy_probability":0.001715570500000041,
  "is_healthy":false,
  "diseases":[
    {
      "name":"Water excess and/or uneven watering",
      "probability":0.910850346,
      "disease_details": {
        "description":"Water excess ....",
        "treatment":{
          "biological":[
            "Maintain ...",
            "Select ...",
            "Temporarily move ..."
          ],
          "prevention":[
            "Improve ...",
            "Avoid ...",
            "Grow less ..."
          ]
        },
      },
      {
      "name":"Root rot",
      "probability":0.1706690415,
      "disease_details":{
        "description":"Root rot ...",
        "treatment":{
          "biological":[
            "Replant the ...",
            "In the ...",
            "If the ...",
          ],
          "chemical":[
            "If necessary..."
          ],
          "prevention":[
            "Improve ...",
            "Avoid ...",
            "Improve ...",
        ]
      },
    },
  ],
}

Pricing

The base price is €0.05 per request. There are significant discounts for higher volumes of identifications. Tell us what you need on business@plant.id.

We provide prepaid and retroactive models. You can pay with a card, wire transfer, or PayPal.

See our FAQ section if you have further questions.

Future of diseases identification API

We are continually feeding the model with fresh photos from our annotation pipeline and will be releasing new models on a monthly basis in 2021. We are planning the following improvements.

2022

  • Improvements in accuracy: we will be adding new annotations to improve the results.
  • Localization.
  • Symptom recognition: we would like to show a list of both possible and identified symptoms.
  • Disease seriousness estimation.