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AI Estimating

News, research, companies, and AI tools connected to AI Estimating.

Glossary Term

Confidence Score

A confidence score is a number that represents how certain an AI system is about a particular prediction or classification. It is not a guarantee that the result is correct.

  • AI Estimating
  • Computer Vision
  • Insurance
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Glossary Term

Damage Detection

Damage detection is the use of image analysis or other sensors to locate and classify visible vehicle damage such as dents, scratches, cracks, and broken components.

  • AI Estimating
  • Computer Vision
  • Insurance
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Glossary Term

Deep Learning

Deep learning is a type of machine learning that uses neural networks with many processing layers to learn complex patterns from large amounts of data.

  • AI Estimating
  • Computer Vision
  • Generative AI
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Glossary Term

Explainable AI

Explainable AI refers to methods that help people understand why an artificial intelligence system produced a particular result or recommendation.

  • AI Estimating
  • Computer Vision
  • Insurance
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Glossary Term

Human-in-the-Loop

Human-in-the-loop describes a process in which a person reviews, corrects, approves, or otherwise participates in decisions made or supported by an automated system.

  • AI Estimating
  • Insurance
  • Shop Management
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Glossary Term

Image Segmentation

Image segmentation is a computer-vision technique that assigns image pixels to specific objects or regions so their precise shapes and boundaries can be analyzed.

  • AI Estimating
  • Computer Vision
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Glossary Term

Inference

Inference is the stage when a trained AI model processes new information and produces a prediction, classification, recommendation, or generated response.

  • AI Estimating
  • Computer Vision
  • Generative AI
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Glossary Term

Machine Learning

Machine learning is a type of artificial intelligence in which a computer model learns patterns from examples or data instead of relying only on rules written explicitly by a programmer.

  • AI Estimating
  • Computer Vision
  • Insurance
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AI Tool

Inspektlabs AI Vehicle Inspection

Inspektlabs provides AI-assisted vehicle inspections using photographs and 360-degree video. Its technology evaluates image quality, identifies visible damage, and generates structured inspection information for review. The platform serves insurance, rental, fleet, remarketing, and repair-related applications. Its workflows can also help organizations review claims and check submitted visual evidence for possible inconsistencies.

  • AI Estimating
  • Computer Vision
  • Insurance
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