API Access


import nyckel

credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("muffin-types", "your_image_url", credentials)


fetch('https://www.nyckel.com/v1/functions/muffin-types/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/muffin-types/invoke

How this classifier works

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

This pretrained image model uses a Nyckel-created dataset and has 26 labels, including Apple Cinnamon, Banana Nut, Blueberry, Carrot, Cherry Almond, Chocolate Chip, Coconut Lime, Coffee Cake, Cranberry Orange and Double Chocolate.

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

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

Need to identify muffin types at scale?

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

Bakery Inventory Management: This function can help bakeries efficiently manage their inventory by classifying images of various muffin types. By automating the identification process, bakeries can track which muffin varieties are most popular and optimize their production schedules accordingly.

Quality Control in Manufacturing: Muffin manufacturers can utilize this image classification function to ensure product consistency. By identifying deviations in muffin types, the system can flag defective batches for further inspection, thereby maintaining high product quality standards.

Recipe Personalization for Customers: Cafes and bakeries can offer personalized muffin recommendations based on identified muffin types in customer orders. By analyzing customer preferences visualized through the identification process, businesses can enhance customer satisfaction and repeat purchases.

E-Commerce Product Categorization: Online food retailers can employ this function to automatically categorize muffin images uploaded by sellers. This will streamline the listing process, ensuring that customers can easily find the specific muffin types they are looking to purchase.

Marketing and Promotion Analysis: Marketing teams can leverage this identifier to analyze social media posts and customer-generated content that features muffins. This data can be used to identify trends in muffin types, allowing businesses to create targeted promotions or develop new flavors that align with consumer interests.

Nutritional Analysis for Health-Conscious Consumers: Health-focused food companies can use this classification to provide detailed nutritional information for different muffin types. By accurately identifying muffin varieties, they can assist consumers in making informed dietary choices that match their health goals.

Training and Educational Resources: Educational institutions in culinary arts can use the muffin types identifier as a part of their training resources for baking students. By reinforcing the identification of various muffin types, students will gain better insights into flavor profiles and baking techniques associated with each variety.

Identify muffin types using AI

API Access

How this classifier works

Need to identify muffin types at scale?