Identify whether a beer glass is empty
using AI
Below is a free classifier to identify whether a beer glass is empty. Just upload your image, and our AI will predict if the beer glass is empty or not - 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-a-beer-glass-is-empty", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/whether-a-beer-glass-is-empty/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-a-beer-glass-is-empty/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the beer glass is empty or not.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Empty Glass and Full Glass.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the beer glass is empty or not).
Whether you're just curious or building whether a beer glass is empty detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify whether a beer glass is empty at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Inventory Management: This function can be used in bars and restaurants to monitor beer glass levels in real-time. By integrating this identifier into their point-of-sale systems, establishments can automatically track beverage inventory and reduce the risk of stock shortages.
- Customer Experience Enhancement: Beer service can be improved by using this technology to notify staff when a beer glass is empty. This allows servers to provide timely refills, which can enhance customer satisfaction and increase repeat business.
- Data Analytics for Consumption Patterns: This functionality can collect data on how quickly beer glasses are emptied across different times of the day or customer demographics. Analyzing this information can help businesses optimize their supply chain and promotional strategies to maximize sales.
- Automated Service Robots: In a futuristic setting, automated service robots can leverage this image classification function to detect when a customer's beer glass is empty. This allows robots to proactively offer refills without relying on human servers, streamlining the serving process.
- Smart Venue Management: Event venues can utilize this identifier to monitor beer consumption during events. By analyzing how quickly glasses are emptied, managers can adjust staffing levels, reorder supplies, or implement promotions to manage crowds and congestion more effectively.
- Training and Performance Monitoring: This function can be employed in bartending training programs to ensure that trainees are aware of when to refill drinks. By receiving visual feedback on empty glasses, new employees can learn to enhance their service skills more quickly.
- Marketing Campaign Optimization: Businesses can use the data collected from the beer glass identifier to create targeted marketing campaigns. By understanding peak drinking times and customer preferences, they can personalize promotions and increase their effectiveness in driving sales.