API Access


import nyckel

credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("avocado-species", "your_image_url", credentials)


fetch('https://www.nyckel.com/v1/functions/avocado-species/invoke', {
    method: 'POST',
    headers: {
        'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
        'Content-Type': 'application/json',
    },
    body: JSON.stringify(
        {"data": "your_image_url"}
    )
})
.then(response => response.json())
.then(data => console.log(data));


curl -X POST \
    -H "Content-Type: application/json" \
    -H "Authorization: Bearer YOUR_BEARER_TOKEN" \
    -d '{"data": "your_image_url"}' \
    https://www.nyckel.com/v1/functions/avocado-species/invoke

How this classifier works

To start, upload your image. Our AI tool will then predict what species of avocado it is.

This pretrained image model uses a Nyckel-created dataset and has 19 labels, including Anjou, Ateno, Bacon, Bonnie, Brazos, Choquette, Fuerte, Fuerte Hybrid, Gwen and Hass.

We'll also show a confidence score (the higher the number, the more confident the AI model is around what species of avocado it is).

Whether you're just curious or building avocado species detection into your application, we hope our classifier proves helpful.

Need to identify avocado species at scale?

Get API or Zapier access to this classifier for free. It's perfect for:

Quality Control in Agriculture: Farmers can employ the avocado species identifier to ensure that their crops match specific quality standards. By accurately identifying the species at various growth stages, they can make informed decisions on pest management and harvesting times.

Supply Chain Optimization: Distributors can use the identifier to sort and categorize avocados by species during packing. This enables them to streamline inventory management and reduce waste by ensuring consumer preferences and market demands are met.

Market Research and Consumer Insights: Retailers can analyze sales trends based on the species of avocados sold. By understanding which species are more popular among consumers, they can tailor their marketing strategies and inventory to maximize sales.

Authenticity Verification for Export: Exporters can use the identifier to authenticate the species of avocados being shipped internationally. This can help in complying with trade regulations and assures customers of quality and genuineness, enhancing brand trust.

Food Industry Application: Restaurants and food manufacturers can leverage the identifier for menu development or product formulation. Knowing the species of avocado can assist in creating unique dishes or products that highlight specific flavor profiles and textures.

Research and Development: Agronomists and researchers can utilize the avocado species identifier to study genetic variations and breeding practices. This can lead to the development of new varieties with improved traits such as disease resistance or higher yield.

Education and Awareness Programs: Educational institutions and non-profits can implement the identifier in programs aimed at raising awareness about biodiversity in agriculture. Workshops and demonstrations can utilize the function to teach about different avocado species and their ecological significance.

Identify avocado species using AI

API Access

How this classifier works

Need to identify avocado species at scale?