Identify breakfast foods
using AI
Below is a free classifier to identify breakfast foods. Just upload your image, and our AI will predict what type of breakfast food it is - in just seconds.
Contact us for API access
Or, use Nyckel to build highly-accurate custom classifiers in just minutes. No PhD required.
Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("breakfast-foods", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/breakfast-foods/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/breakfast-foods/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict what type of breakfast food it is.
This pretrained image model uses a Nyckel-created dataset and has 25 labels, including Avocado Toast, Bagel, Breakfast Bowl, Breakfast Burrito, Breakfast Sandwich, Breakfast Tacos, Cereal, Chilaquiles, Crepes and Eggs.
We'll also show a confidence score (the higher the number, the more confident the AI model is around what type of breakfast food it is).
Whether you're just curious or building breakfast foods detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify breakfast foods at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Nutritional Tracking: A health and wellness app can utilize the breakfast foods identifier to help users track their breakfast choices. By identifying various breakfast items, the app can provide users with nutritional information and suggestions for healthier options.
- Food Delivery Optimization: A food delivery service can implement the identifier to categorize breakfast orders accurately. This allows for more efficient routing and preparation, ensuring that breakfast items are delivered while fresh and at the right temperature.
- Recipe Recommendation Engine: A meal planning application can use the breakfast food classification to suggest recipes based on user preferences and dietary restrictions. Users can receive personalized breakfast ideas that align with their taste profiles and health goals.
- Marketing Analytics: A restaurant can analyze customer preferences by using the breakfast foods identifier in their digital ordering system. This data can help tailor marketing campaigns to promote popular breakfast items or introduce new offerings based on consumer trends.
- Inventory Management: A grocery store can integrate the identifier to optimize inventory for breakfast foods. By accurately predicting demand for different breakfast items, the store can manage stock levels better and reduce waste.
- Dietary Compliance Verification: A catering service can leverage the identifier to ensure that meals prepared for specific dietary needs (e.g., gluten-free or vegan) comply with client specifications. By verifying that breakfast offerings meet these criteria, the service can enhance client satisfaction and trust.
- AI-Powered Recipe Generation: A culinary application can utilize the breakfast foods identifier to generate new and innovative recipes by combining recognized breakfast items. By identifying key ingredients and trends, the app can help users discover unique flavor combinations and cooking techniques.