Identify maintained vs neglected using AI

Below is a free classifier to identify maintained vs neglected. Just upload your image, and our AI will predict if a property is maintained or neglected - in just seconds.

API Access


import nyckel

credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("maintained-vs-neglected", "your_image_url", credentials)


fetch('https://www.nyckel.com/v1/functions/maintained-vs-neglected/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/maintained-vs-neglected/invoke

How this classifier works

To start, upload your image. Our AI tool will then predict if a property is maintained or neglected.

This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Maintained and Neglected.

We'll also show a confidence score (the higher the number, the more confident the AI model is around if a property is maintained or neglected).

Whether you're just curious or building maintained vs neglected detection into your application, we hope our classifier proves helpful.

Need to identify maintained vs neglected at scale?

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

Property Management Analysis: The 'maintained vs neglected' identifier can assist property management companies in assessing the condition of multiple properties. By classifying images of properties, managers can prioritize maintenance tasks, allocate budgets, and improve tenant satisfaction through timely repairs.

Real Estate Valuation: Real estate appraisers can use the classification function to evaluate property conditions when determining market value. By analyzing the visual state of properties, appraisers can provide more accurate appraisals, influencing buying or selling decisions.

Insurance Assessments: Insurance companies can utilize this function to streamline claims processing by quickly classifying properties that have been damaged due to neglect versus those that are well-maintained. This can help in fraud detection and ensure fair compensation for policyholders.

Urban Development Planning: City planners and developers can leverage the identifier to analyze neighborhoods for potential redevelopment. By identifying neglected properties, they can focus on revitalization efforts, improving community standards and increasing property values.

Environmental Impact Studies: Researchers can use the classification tool to identify neglected green spaces or parks, which may contribute to urban heat islands or decreased biodiversity. This insight can inform conservation efforts and urban greening projects.

Facility Management: Corporations can implement the classification function to monitor company facilities and ensure proper upkeep. Identifying neglected areas allows facility managers to take corrective actions, maintain a safe work environment, and improve employee morale.

Marketing and Social Impact Campaigns: Non-profits and social enterprises can use the identifier to highlight communities in need of support or funds for revitalization projects. By visually demonstrating the difference between maintained and neglected areas, campaigns can galvanize community engagement and attract donations.