Identify if bread is rotten
using AI
Below is a free classifier to identify if bread is rotten. Just upload your image, and our AI will predict if the bread is rotten - 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("if-bread-is-rotten", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/if-bread-is-rotten/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-bread-is-rotten/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the bread is rotten.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Fresh Bread and Rotten Bread.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the bread is rotten).
Whether you're just curious or building if bread is rotten detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify if bread is rotten at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Quality Assurance in Bakeries: This function can be integrated into bakery production lines to automatically identify and remove any loaves of bread that have gone bad. Early detection helps maintain product quality and reduces waste, ensuring that only the freshest products reach customers.
- Food Safety Inspection: Supermarkets can use this technology during food safety inspections to quickly evaluate the condition of bread on shelves. By doing so, stores can comply with health regulations and enhance consumer trust through the assurance of fresh products.
- Inventory Management: Grocery stores can implement this function in their inventory management systems to monitor the freshness of bread items in real-time. This ensures that products nearing their expiration are prioritized for sale or donation, minimizing losses due to spoilage.
- Delivery Optimization: Bread delivery services can use this identifier to assess the quality of products before dispatch. By ensuring only fresh bread is delivered, companies can improve customer satisfaction and reduce return rates or complaints about spoiled products.
- Waste Reduction Programs: Restaurants and food banks can employ this technology to evaluate donated bread items, ensuring that only non-spoiled goods are distributed. This enhances the efficiency of food waste reduction initiatives by identifying inedible bread quickly.
- Smart Kitchen Appliances: Home appliances such as smart refrigerators can utilize this function to monitor food quality. By alerting users when bread is starting to spoil, it encourages timely consumption and promotes better food management habits.
- Research and Development in Food Industry: Food manufacturers can integrate this function into R&D processes to analyze the factors leading to bread spoilage. Understanding these patterns can lead to the development of better preservation techniques and improved product formulations.