Identify if nurses are washing their hands
using AI
Below is a free classifier to identify if nurses are washing their hands. Just upload your image, and our AI will predict if nurses are washing their hands - 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("if-nurses-are-washing-their-hands", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/if-nurses-are-washing-their-hands/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/if-nurses-are-washing-their-hands/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if nurses are washing their hands.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Hands Not Washed and Hands Washed.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if nurses are washing their hands).
Whether you're just curious or building if nurses are washing their hands detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify if nurses are washing their hands at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Compliance Monitoring: This function can be used in hospitals to ensure that nurses adhere to hand hygiene protocols. By continuously monitoring handwashing activities, management can identify areas of non-compliance and implement corrective training measures.
- Infection Control Improvement: By tracking handwashing compliance in real-time, hospitals can reduce the spread of healthcare-associated infections. This data can be analyzed to improve overall infection control strategies and enhance patient safety.
- Training and Education Feedback: The function can serve as a tool for evaluating the effectiveness of hand hygiene training programs for nurses. By comparing compliance rates before and after training, hospitals can fine-tune educational content and techniques for better outcomes.
- Staff Performance Evaluation: Hospitals can leverage this classification function to assess individual nurse performance regarding hand hygiene practices. Coupled with additional performance metrics, it can shape better staff reviews and incentives.
- Resource Allocation: By identifying areas with low compliance rates, hospital administrators can allocate more resources, such as hand sanitizers or training sessions, to those specific locations. This targeted approach can enhance overall compliance and patient care quality.
- Patient Feedback and Safety: Incorporating this function into patient care feedback systems allows patients to be assured of a clean and hygienic environment. Patients can see handwashing compliance through transparency initiatives, leading to increased trust and satisfaction.
- Research and Benchmarking: The collected data on handwashing compliance can be utilized for research purposes, contributing to studies on healthcare practices and infection control. Hospitals can benchmark their performance against industry standards, driving continual improvement and better patient outcomes.