Identify if storm drain is rusted using AI

Below is a free classifier to identify if storm drain is rusted. Just upload your image, and our AI will predict if the storm drain needs maintenance - in just seconds.

if storm drain is rusted identifier

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    import nyckel
    
    credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
    nyckel.invoke("if-storm-drain-is-rusted", "your_image_url", credentials)
                

    fetch('https://www.nyckel.com/v1/functions/if-storm-drain-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-storm-drain-is-rusted/invoke
                

How this classifier works

To start, upload your image. Our AI tool will then predict if the storm drain needs maintenance.

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 storm drain needs maintenance).

Whether you're just curious or building if storm drain is rusted detection into your application, we hope our classifier proves helpful.

Related Classifiers

Need to identify if storm drain is rusted at scale?

Get API or Zapier access to this classifier for free. It's perfect for:



  • Predictive Maintenance: By identifying rusted storm drains, municipalities can proactively address maintenance needs before a complete failure occurs. This function enables planners to schedule timely repairs, reducing emergencies and maintenance costs.

  • Infrastructure Assessment: Civil engineers can use this classification to assess the overall condition of stormwater management systems across different regions. By analyzing the rust status, they can prioritize inspections and replacements of critically damaged drains.

  • Urban Planning: City planners can integrate rust identification data into urban development projects to improve drainage systems. Understanding the condition of existing drains helps inform decisions on infrastructure investments and ensures sustainable city growth.

  • Environmental Impact Monitoring: Environmental agencies can use the rust identification feature to track the condition of storm drains, which can influence water quality in surrounding ecosystems. Timely interventions can be made to mitigate pollution risks from rusted drains causing leaks or spills.

  • Asset Management: Asset managers can utilize this function for inventory accuracy of storm drain conditions in their databases. By maintaining an up-to-date and precise record of rusted infrastructure, they can facilitate better budgeting and resource allocation for repairs.

  • Insurance Assessment: Insurance companies can leverage rust identification to evaluate the risk associated with properties located near storm drains. By assessing the condition of drainage infrastructure, they can adjust premiums or coverage based on potential water damage risks.

  • Public Safety Initiatives: Local governments can utilize the identification function to enhance public safety by addressing hazardous storm drain conditions. Identifying rusted drains allows for quick action to prevent accidents or property damage, thereby protecting community well-being.

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