Identify bar patrons count
using AI
Below is a free classifier to identify bar patrons count. Just upload your image, and our AI will predict the number of patrons at the bar - 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("bar-patrons-count", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/bar-patrons-count/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/bar-patrons-count/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict the number of patrons at the bar.
This pretrained image model uses a Nyckel-created dataset and has 10 labels, including 1-5, 101-200, 11-20, 201-500, 21-30, 31-40, 41-50, 500+, 51-100 and 6-10.
We'll also show a confidence score (the higher the number, the more confident the AI model is around the number of patrons at the bar).
Whether you're just curious or building bar patrons count detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify bar patrons count at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Venue Capacity Management: This use case involves using the false image classification function to accurately count bar patrons in real-time. By continuously monitoring the number of patrons, bar owners can ensure compliance with safety regulations and optimize staff allocation for peak hours.
- Marketing Analysis: Bars can utilize patron count data to analyze customer trends and demographics during different times of the day or week. This information can help in designing targeted promotions and events that cater to the preferences of their clientele, thereby increasing customer satisfaction and sales.
- Resource Allocation: By leveraging the counting function, bar managers can determine the busiest times and adjust staffing levels accordingly. Ensuring that there are enough servers during peak times enhances customer service and reduces wait times, improving overall patron experience.
- Customer Experience Improvement: Bars can use the patron count to send alerts to management when the venue is approaching a certain capacity. This allows for proactive management of customer flow, enhancing the experience by avoiding overcrowding and maintaining an enjoyable atmosphere.
- Performance Benchmarking: This function can help bar owners track performance against historical patron counts over specific intervals, useful for evaluating the effectiveness of marketing campaigns or events. Patterns revealed through this analysis can inform future strategic decisions and operational improvements.
- Safety and Compliance Monitoring: The technology can be integrated with safety protocols to ensure that patron counts do not exceed legal limits. By maintaining compliance with local regulations, bars can avoid potential fines and ensure a safe environment for both patrons and staff.
- Data-Driven Decision Making: Utilizing patron count data allows bar management to make informed decisions regarding hours of operation, menu items, and entertainment options. By analyzing foot traffic patterns, businesses can identify opportunities to maximize revenue and enhance customer experiences.