Identify whether lunch tray is empty
using AI
Below is a free classifier to identify whether lunch tray is empty. Just upload your image, and our AI will predict if the lunch tray is empty - 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("whether-lunch-tray-is-empty-identifier", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/whether-lunch-tray-is-empty-identifier/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/whether-lunch-tray-is-empty-identifier/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the lunch tray is empty.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Tray Empty and Tray Not Empty.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the lunch tray is empty).
Whether you're just curious or building whether lunch tray is empty detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify whether lunch tray is empty at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- School Cafeteria Management: This use case involves deploying the lunch tray empty identifier in school cafeterias to monitor food waste. By identifying empty trays, cafeteria staff can adjust food preparation quantities and reduce excess production, saving costs and minimizing waste.
- Food Safety Compliance: Restaurants and food vendors can utilize this function to ensure compliance with hygiene standards. By identifying empty trays, they can quickly assess whether trays have been cleaned and reused properly, thus enhancing food safety protocols.
- Automated Dishwashing Operations: In commercial kitchens, the system can be integrated with dishwashing machines to optimize cleaning cycles. By detecting empty trays, the machine can automatically adjust its operations, ensuring efficiency and reducing water and energy usage.
- Dining Experience Enhancement: Restaurants can use this technology to improve guest service by monitoring tray status through surveillance systems. If a tray is detected as empty, staff can be alerted to offer additional menu items or timely service updates, improving overall customer satisfaction.
- Meal Distribution Tracking: In organizations or events where meals are served, this function can help track meal distribution. By identifying empty trays, coordinators can quickly assess how many meals are consumed, ensuring efficient service and inventory management.
- Inventory Management for Catering Services: Catering companies can use this identifier to monitor usage of trays during events. By counting empty trays in real-time, they can gain insights into portion control and inventory needs for future events, leading to better planning.
- Automated Notifications for Buffets: In buffet settings, the empty tray identifier can aid in staff management by sending notifications when trays are empty. This allows staff to promptly replenish food offerings, enhancing guest experience and maintaining food availability.