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Use Case: Medical

Surgical Needle
Inspection

Overview Deep Learning increases production in needle manufacturing by ensuring each needle is properly polished and coated. Each needle tip undergoes a high precision sharpness inspection.

Problem

Currently, no system exists that can do both a polish and coating inspection and a tip validation at the same time at high speed.

The Overview Solution

Our Deep Learning platform replaces slow and costly human microscope inspection with high resolution inspection systems that solves several problems at once.

How does the Deep Learning Work?

Multistep inspection

  • Identifies needle on conveyor belt using deep learning based tracking and triggering system
  • Classifies needle type and auto selects correct recipe
  • Finds, crops, and analyzes needle tip with super high resolution camera
  • Surface and texture inspection on rest of needle to find polish and coating inconsistencies

Result

Fully automated inspection removes need for quality specialist and 100% inspection coverage.

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