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Threat Detection & Security Screening Solutions

Case Studies

Threat Detection & Security Screening Solutions

Metrics

Smiths Detection wanted to implement better technology to reduce the amount of labor needed to screen sharp objects and identify other threats in luggage. They also wanted to reduce the amount of errors in the screening process and reduce the time it took to detect false positives with the luggage owner.

Approach

  • Identification of dangerous objects and contraband.
  • Drawing polygon bounding boxes.
  • Non-standard image formats.
  • Custom tool for image annotations and tagging .

Results

  • Creation of training data for their AI/ML models.
  • 2D Annotations – Threat is identified using polygon bounding boxes.
  • 3D Annotations – Threat is identified by creating a mask for the threat.
  • Improving the efficiency of their AI Platform for automatic threat detection.
cybersecurity

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