Plant.id API is machine learning plant identification service
The API uses machine learning to identify plant species from photos. Send us images of your plant and receive possible suggestions with associated information, including representative images of the species.
- Unlimited scalability
- Easy integration
- Extensive documentation
- Complex plant info
- Adaptive representative images
Model specification
12,050 classes
Houseplants, wild plants and garden ornamentals. Trees, shrubs, herbs and grasses. All living things that grow on land or in water.
87.2%
The TOP3 accuracy. It is the probability that the correct plant is listed in the first 3 suggestions.
The TOP1 accuracy is 70.9% and the TOP10 accuracy is 92.4%.
Features
Similar images
Get adaptive representative photos of suggested plant species. Photos are dynamically selected from our database to resemble the submitted photo. We provide you with a license to use these images in your application.
Plant information
You will get additional information about suggested species, like taxonomy, description, common (vernacular) names in different languages, edibility, propagation methods, Wikipedia link, and more. See the documentation for more details.
Plant disease identification API
Having problems with spider mites, powdery mildew or simply overwatering? In addition to species, Plant.id can identify almost 100 diseases. Use one of the health assessment modifiers in the request to get information about the health of your plant. See more details about the Health Assessment feature.
All the identification data packed into JSON
Send us photos of the plant in a POST REST API request and you will get multiple species suggestions in the JSON formatted response. In addition to the Latin (scientific) name, you can also get additional plant details:
- synonyms
- common (vernacular) names
- taxonomy
- plant description
- edibility
- propagation methods
- watering recommendations
- representative photos
- URL with detailed information
- Wikipedia images
- GBIF species id
Check the sample codes on GitHub in different programming languages.
"suggestions":[
{
"id":148452111,
"plant_name":"Taraxacum officinale",
"plant_details":{
"common_names":[
"common dandelion"
],
"edible_parts":[
"flowers",
"leaves"
],
"propagation_methods":[
"division",
"seeds"
],
"synonyms":[
"Chondrilla taraxacum",
"Leontodon taraxacum",
...
],
"taxonomy":{
"class":"Magnoliopsida",
"family":"Asteraceae",
"genus":"Taraxacum",
"kingdom":"Plantae",
"order":"Asterales",
"phylum":"Magnoliophyta"
},
"url":"https://en.wikipedia.org/wiki/Taraxacum_officinale",
"wiki_description":{
"value":"Taraxacum officinale, the common dandelion (often simply called \"dandelion\"), is a flowering herbaceous...",
"citation":"https://en.wikipedia.org/wiki/Taraxacum_officinale",
"license_name":"CC BY-SA 3.0",
"license_url":"https://creativecommons.org/licenses/by-sa/3.0/"
},
"wiki_image":{
"value":"https://plant-id.ams3.cdn.digitaloceanspaces.com/plant_id_knowledge_base/d37/062a97f6b6674babcf5e0c6d154ef.jpg",
"citation":"P\u00f6ll\u00f6",
"license_name":"CC BY 3.0",
"license_url":"https://creativecommons.org/licenses/by/3.0/"
},
"scientific_name":"Taraxacum officinale",
"structured_name":{
"genus":"taraxacum",
"species":"officinale"
}
},
"probability":0.8093659420386023,
"confirmed":false,
"similar_images":[
{
"id":"4be03de02e22a9a9c834052eb0eb39bb",
"similarity":0.6665844130453076,
"url":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/4be/03de02e22a9a9c834052eb0eb39bb.jpg",
"url_small":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/4be/03de02e22a9a9c834052eb0eb39bb.small.jpg"
},
{
"id":"fd921e3d368b2135c1e480bcda448e25",
"similarity":0.38957578260133574,
"url":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/fd9/21e3d368b2135c1e480bcda448e25.jpg",
"url_small":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/fd9/21e3d368b2135c1e480bcda448e25.small.jpg"
}
]
},
{
"id":148452112,
"plant_name":"Taraxacum erythrospermum",
"plant_details":{
"common_names":[
"red-seeded dandelion"
],
"edible_parts":[
"flowers",
"leaves"
],
"propagation_methods":null,
"synonyms":[
"Leontodon erythrospermum",
"Leontodon erythrospermus",
...
],
"taxonomy":{
"class":"Magnoliopsida",
"family":"Asteraceae",
"genus":"Taraxacum",
"kingdom":"Plantae",
"order":"Asterales",
"phylum":"Magnoliophyta"
},
"url":"https://en.wikipedia.org/wiki/Taraxacum_erythrospermum",
"wiki_description":{
"value":"Taraxacum erythrospermum, known by the common name red-seeded dandelion, is a species of dandelion...",
"citation":"https://en.wikipedia.org/wiki/Taraxacum_erythrospermum",
"license_name":"CC BY-SA 3.0",
"license_url":"https://creativecommons.org/licenses/by-sa/3.0/"
},
"wiki_image":{
"value":"https://plant-id.ams3.cdn.digitaloceanspaces.com/plant_id_knowledge_base/7a3/66bd7182b8273ae74952311d55f84.jpg",
"citation":"Javier martin",
"license_name":"CC0",
"license_url":"https://creativecommons.org/publicdomain/zero/1.0/"
},
"scientific_name":"Taraxacum erythrospermum",
"structured_name":{
"genus":"taraxacum",
"species":"erythrospermum"
}
},
"probability":0.11519229401471831,
"confirmed":false,
"similar_images":[
{
"id":"5fda47388d59246a34107f83de074229",
"similarity":0.8107533517457877,
"url":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/5fd/a47388d59246a34107f83de074229.jpg",
"url_small":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/5fd/a47388d59246a34107f83de074229.small.jpg",
"citation":"Ueli Schmid",
"license_name":"CC BY-SA 4.0",
"license_url":"https://creativecommons.org/licenses/by-sa/4.0/"
},
{
"id":"0122dbe429a419f9f661f9caabd39837",
"similarity":0.47305731789173033,
"url":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/012/2dbe429a419f9f661f9caabd39837.jpg",
"url_small":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/012/2dbe429a419f9f661f9caabd39837.small.jpg",
"citation":"Spencer",
"license_name":"CC BY 4.0",
"license_url":"https://creativecommons.org/licenses/by/4.0/"
}
]
},
{
"id":148452113,
"plant_name":"Taraxacum",
"plant_details":{
"common_names":[
"dandelions"
],
"edible_parts":null,
"propagation_methods":null,
"synonyms":[
"Caramanica"
],
"taxonomy":{
"class":"Magnoliopsida",
"family":"Asteraceae",
"genus":"Taraxacum",
"kingdom":"Plantae",
"order":"Asterales",
"phylum":"Magnoliophyta"
},
"url":"https://en.wikipedia.org/wiki/Taraxacum",
"wiki_description":{
"value":"Taraxacum () is a large genus of flowering plants in the family Asteraceae, which consists of...",
"citation":"https://en.wikipedia.org/wiki/Taraxacum",
"license_name":"CC BY-SA 3.0",
"license_url":"https://creativecommons.org/licenses/by-sa/3.0/"
},
"wiki_image":{
"value":"https://plant-id.ams3.cdn.digitaloceanspaces.com/plant_id_knowledge_base/37f/92474e8947a99aa68e44a62115bfb.jpg",
"citation":"Markus Bernet",
"license_name":"CC BY-SA 2.0",
"license_url":"https://creativecommons.org/licenses/by-sa/2.0/"
},
"scientific_name":"Taraxacum",
"structured_name":{
"genus":"taraxacum"
}
},
"probability":0.02598454748305346,
"confirmed":false,
"similar_images":[
{
"id":"af773b4e5b50f1a8285ade5fb34d3468",
"similarity":0.7365460851577837,
"url":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/af7/73b4e5b50f1a8285ade5fb34d3468.jpg",
"url_small":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/af7/73b4e5b50f1a8285ade5fb34d3468.small.jpg"
},
{
"id":"66f444eca0c1c53e788fefbe965c371e",
"similarity":0.6438476565933042,
"url":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/66f/444eca0c1c53e788fefbe965c371e.jpg",
"url_small":"https://plant-id.ams3.cdn.digitaloceanspaces.com/similar_images/20210309.efnB4/images/66f/444eca0c1c53e788fefbe965c371e.small.jpg"
}
]
}
]Technology
To get the best results of our plant identification API, our tech stack uses Google’s TensorFlow and a python-based heavy lifting. We also use Digital Ocean platform and Amazon Web Services.
The neural network’s architecture is based on the Inception model, but we have implemented a bunch of customization, for example, to estimate identification certainty, select the best adaptive representative photos and improve the accuracy with meta attributes, such as GPS coordinates.
Plant.id is the best solution for plant identification
According to an article from professor Hamlyn G. Jones: What plant is that? Tests of automated image recognition apps for plant identification on plants from the British flora, AoB PLANTS, Volume 12, Issue 6, December 2020.
Pricing & Payment
The base price is €0.05 per request. Significant discounts are available for higher volumes of identifications. Tell us what you need at business@plant.id.
You can choose a prepaid or retroactive model. The payment options are card, wire transfer, or PayPal.
See our FAQ section for more details.
Future plans
We are constantly improving the Plant.id API, see the details of the current version. Our researchers and developers use cutting-edge machine-learning methods to improve the model’s accuracy. We also reflect the latest horticultural trends and keep the botanical taxonomy up to date.
- Adding infra-species taxa, such as cultivars, varieties and subspecies
- Adding new species
- Toxicity info