APIs and applications

Explore our APIs and applications to see how AI for Earth is advancing conservation around the world.

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Land Cover Mapping Species Classification

Challenge

Citizen scientists make tremendous contributions to biodiversity research by taking and identifying photos of plants and animals. But the identification process remains dependent on human experts, creating a bottleneck in the scientific pipeline.

Solution

Using the Microsoft AI platform, specifically Deep Learning Virtual Machine, we trained a deep neural network to identify plant and animal species in images.

Inputs

One or more images, each containing a plant or animal, are uploaded to the API. Over 5000 species are supported.

Outputs

The API returns a list of candidate species, including both scientific and common names, along with a confidence value for each species on the list. A bounding box for each species is optionally included.

Additional solutions

Explore more AI for Earth solutions using Azure and custom APIs.

Azure APIs

In addition to the specialized APIs and applications found here, Microsoft provides general APIs that might fit your needs.