Identify if manhole cover is rusted
using AI
Below is a free classifier to identify if manhole cover is rusted. Just upload your image, and our AI will predict if the manhole cover is rusted - 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-manhole-cover-is-rusted", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/if-manhole-cover-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-manhole-cover-is-rusted/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict if the manhole cover is rusted.
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 manhole cover is rusted).
Whether you're just curious or building if manhole cover is rusted detection into your application, we hope our classifier proves helpful.
Related Classifiers
Need to identify if manhole cover is rusted at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Infrastructure Maintenance Alerts: This function can be integrated into smart city infrastructure management systems to automatically identify rusted manhole covers. By flagging these issues, maintenance teams can prioritize repairs, reducing the risk of accidents and ensuring public safety.
- Asset Management Optimization: By utilizing this image classification function, municipalities can maintain an updated inventory of their assets, including the condition of manhole covers. This will enable better budget allocation and informed decision-making regarding infrastructure investments and upgrades.
- Urban Safety Monitoring: This functionality can be used in conjunction with surveillance cameras and drones to monitor urban environments for signs of infrastructure wear. Prompt identification of rusted manhole covers allows for immediate reporting to the responsible authorities, fostering a safer urban landscape.
- Public Reporting Initiative: Cities can empower citizens to report issues by implementing a mobile app that utilizes this classification function. Users can take pictures of rusted manhole covers, and the app can automatically categorize and route these reports to city officials for swift action.
- Predictive Maintenance Modeling: The classification function can help data analysts build predictive maintenance models for urban infrastructure. By analyzing trends in manhole cover rust over time, cities can anticipate when maintenance is needed, thereby extending the lifespan of these assets.
- Insurance Claim Assessments: Insurance companies can employ this image classification tool to assess claims related to infrastructure damage. Accurate identification of rusted manhole covers can help determine liability and streamline the claims process for affected parties.
- Environmental Monitoring: This function can assist environmental agencies in monitoring the impact of weather on urban infrastructure. By regularly assessing the condition of manhole covers, authorities can collect data on corrosion trends related to environmental factors, informing future construction materials and practices.