Identify how many windows are open on the building
using AI
Below is a free classifier to identify how many windows are open on the building. Just upload your image, and our AI will predict how many windows are open on the building - 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("how-many-windows-are-open-on-the-building", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/how-many-windows-are-open-on-the-building/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/how-many-windows-are-open-on-the-building/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict how many windows are open on the building.
This pretrained image model uses a Nyckel-created dataset and has 21 labels, including 0 Windows, 1 Window, 2 Windows, 3 Windows, 4 Windows, 5 Windows, 6 Windows, 7 Windows, 8 Windows and 9 Windows.
We'll also show a confidence score (the higher the number, the more confident the AI model is around how many windows are open on the building).
Whether you're just curious or building how many windows are open on the building detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify how many windows are open on the building at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Energy Consumption Monitoring: This function can help building managers track the number of open windows in real-time to optimize energy usage. By identifying which windows are open, they can adjust heating and cooling systems accordingly to reduce unnecessary energy expenses.
- Safety Compliance Auditing: In buildings where safety regulations dictate that windows must remain closed under certain conditions (e.g., during severe weather), this function can monitor compliance. If windows are found to be open when they shouldn’t be, alerts can be sent to property management for immediate action.
- Smart Building Automation: Integrating this function into a smart building system can allow for automated window management. For example, if a certain number of windows are open during a rainstorm, the system could automatically send notifications to occupants or initiate automatic closing mechanisms.
- Environmental Monitoring: Organizations can utilize this identifier to assess indoor air quality by correlating open windows with external air pollution levels. Knowing how many windows are open can assist in determining when to implement air filtration systems for optimal indoor conditions.
- Occupancy Patterns Analysis: By analyzing how many windows are typically open at different times, businesses can gain insights into occupancy patterns and behavior. This data can inform staffing decisions, cleaning schedules, and maintenance planning based on peak occupancy times.
- Facilities Management Optimization: Facilities managers can leverage this function to understand usage patterns across the building. By knowing where and when windows are open, they can allocate maintenance resources more effectively and enhance the operational efficiency of their facilities.
- Historical Analytics and Reporting: Organizations can use the data collected from this window monitoring function to generate historical reports. This information can be useful for assessing building performance over time and making informed decisions about renovations or energy efficiency improvements.