Identify if shutoff valve is rusted
using AI
Below is a free classifier to identify if shutoff valve is rusted. Just upload your image, and our AI will predict if the shutoff valve is defective - 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-shutoff-valve-is-rusted", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/if-shutoff-valve-is-rusted/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-shutoff-valve-is-rusted/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the shutoff valve is defective.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Not Rusted and Rusted.
We'll also show a confidence score (the higher the number, the more confident the AI model is around if the shutoff valve is defective).
Whether you're just curious or building if shutoff valve is rusted detection into your application, we hope our classifier proves helpful.
Related Classifiers
Need to identify if shutoff valve is rusted at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Predictive Maintenance: This use case leverages the rust identification function to predict when shutoff valves are likely to fail. By analyzing the rust condition, maintenance teams can schedule proactive repairs or replacements, minimizing unplanned downtimes.
- Inventory Management: Companies can use the rust identification feature to assess the condition of their valve inventory. This ensures that only usable, rust-free valves are on hand and that any rusted inventory is correctly documented for disposal or refurbishment.
- Safety Compliance: Industries that rely on shutoff valves for safety can use this function to ensure all valves are in appropriate condition. Regular checks for rust can help maintain compliance with safety regulations, reducing the risk of hazardous situations.
- Quality Control in Manufacturing: In valve manufacturing, the rust detection function can be integrated into the quality control process. This ensures that any rusted parts are flagged and removed from the production line, helping maintain product integrity.
- Environmental Monitoring: This use case involves using the rust identification function to monitor facilities for signs of deterioration. By identifying rusting valves, companies can assess the potential for leaks or spills, aiding in environmental protection efforts.
- Customer Service Assurance: Service providers can implement this rust detection function during routine service calls. By quickly assessing the condition of shutoff valves, service technicians can offer tailored recommendations to customers, enhancing service quality and satisfaction.
- Asset Management and Reporting: Organizations can utilize this function to maintain detailed records of their asset conditions. By categorizing valves based on rust status, they can generate reports to inform management decisions and long-term planning for asset replacements.