Identify if food is a bakery item using AI

Below is a free classifier to identify if food is a bakery item. Just upload your image, and our AI will predict if the item is a bakery item - in just seconds.

API Access


import nyckel

credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("if-food-is-a-bakery-item", "your_image_url", credentials)


fetch('https://www.nyckel.com/v1/functions/if-food-is-a-bakery-item/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/if-food-is-a-bakery-item/invoke

How this classifier works

To start, upload your image. Our AI tool will then predict if the item is a bakery item.

This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Bakery Item and Non Bakery Item.

We'll also show a confidence score (the higher the number, the more confident the AI model is around if the item is a bakery item).

Whether you're just curious or building if food is a bakery item detection into your application, we hope our classifier proves helpful.

Need to identify if food is a bakery item at scale?

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

E-commerce Product Categorization: This function can automatically classify food products listed on an e-commerce platform into specific categories, such as bakery items. By ensuring that items like bread, pastries, and cakes are correctly identified, the platform can enhance user experience and streamline the shopping process.

Inventory Management for Bakeries: Bakeries can utilize this classification function to manage inventory more effectively by automatically identifying and tracking bakery items. This allows for real-time updates on stock levels, reducing wastage and optimizing ordering processes.

Nutritional Analysis Apps: This function can be integrated into nutritional analysis applications that help users track their food intake. By classifying foods as bakery items, the app can provide more accurate nutritional information and help users make informed dietary choices.

Recipe Recommendation Engines: In food apps or websites, this function can enhance recipe recommendation systems by identifying ingredients classified as bakery items. Users can receive tailored recipe suggestions based on their dietary preferences and available ingredients.

Food Delivery Platforms: Delivery platforms can leverage this classification function to categorize bakery items for better user navigation. By identifying bakery-related offerings, customers can quickly find what they want, leading to improved customer satisfaction and increased sales.

Quality Control in Production: In food manufacturing, this function can help with quality control by identifying products that qualify as bakery items during the production process. This ensures that only compliant products are labeled and shipped, maintaining brand integrity.

Smart Kitchen Appliances: Smart kitchen appliances can use this classification function to optimize cooking settings for bakery items. By automatically identifying the type of food being prepared, these appliances can adjust cooking times and temperatures to ensure optimal results.