Identify whether classroom door is open or closed
using AI
Below is a free classifier to identify whether classroom door is open or closed. Just upload your image, and our AI will predict if the classroom door is open or closed - in just seconds.
API Access
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("whether-classroom-door-is-open-or-closed-identifier", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/whether-classroom-door-is-open-or-closed-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-classroom-door-is-open-or-closed-identifier/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the classroom door is open or closed.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Door Open and Door Closed.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the classroom door is open or closed).
Whether you're just curious or building whether classroom door is open or closed detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify whether classroom door is open or closed at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Attendance Management: The system can automatically track classroom occupancy by identifying whether the door is open or closed. This data can be used to streamline attendance processes, ensuring accurate records without manual checks.
- Safety Monitoring: In environments where safety is a priority, such as schools, the binary classification can alert staff if a classroom door is left open unintentionally. This feature helps enhance security measures and prevent unauthorized access to sensitive areas.
- Classroom Environment Control: By monitoring door status, facilities management can optimize heating and cooling systems. If a classroom door is found to be open, it may signal a need for increased HVAC adjustments to maintain a comfortable learning environment.
- Emergency Response Activation: The system can integrate with emergency protocols to alert security or emergency services if classroom doors are found to be ajar during a lockdown procedure. This capability can enhance the responsiveness of safety measures in critical situations.
- Optimizing Cleaning Schedules: By knowing when classrooms are occupied (door closed) versus unoccupied (door open), cleaning staff can better plan their schedules and prioritize cleaning efforts during times when classrooms are least used. This optimization can lead to more efficient resource allocation.
- Learning Analytics: The door status can be correlated with attendance and participation metrics to analyze learning behaviors. This data might help educators identify trends related to classroom engagement and adjust instructional strategies accordingly.
- Building Management Integration: The binary classification data can be integrated with a building management system to improve overall operational efficiency. It can assist in automating alerts for maintenance issues or optimizing room usage based on classroom access patterns.