Foreign Object Detection AI

Catch contaminants and debris before they reach customers with vision AI.
Shipping container with OCR output

Foreign Object AI for Protecting Product Quality and Safety

Deploy Anywhere, Run Everywhere

Run foreign object detection on the edge, on-prem, in your VPC, or via API wherever you need it.

One Platform, Full Adoption

Easy tools for every team from developers to business users - no ML team required.

Secure and Reliable, Always

Data stays safe with SOC 2 Type II compliance, encrypted data, HIPAA compliance, and an uptime SLA.
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions
Metal Fragments
Contaminants
Glass Shards
Organic Debris
Vial & Ampoule Particulates
Packaging Inclusions

Speak with a vision Al expert.

Have a use case in mind? Are you curious how other businesses are using computer vision? Our team will help you start solving business problems on the first call.

Ask us about

  • Solution architecting
  • Live demonstration
  • Pricing and specifications
  • Feasibility assessment
We will connect you with an AI subject matter expert on our team based on your answers.
What challenges would you like to solve with vision AI?
Where will you run vision AI?
Are you replacing a current solution with AI or will this be a new solution?
How many detections do you anticipate per month?
Describe the business problem you would like to solve.
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Over 16,000 organizations build with Roboflow.

“Roboflow has been instrumental in accelerating our learning and deployment of innovative AI solutions”
Travis Turnbull Vice President & CIO, Pella Corporation
See customer stories
Trusted by top manufacturers

Catch Foreign Objects Early, Prevent Recalls

Turn unseen contaminants into instant insights with Roboflow's foreign object detection AI - built for the high-speed, high-stakes environments where a single missed fragment can trigger a recall. Roboflow delivers accurate, scalable foreign object detection with flexible infrastructure that fits any facility.

  • Detect metal, plastic, glass, bone, wood, and stray organic matter in product streams
  • Catch capsule, vial, and bottle contamination before lot release
  • Verify products against ingredient, allergen, and clean-room standards in real time
  • Flag stray fasteners, shavings, wiring, or tools left behind on the line
  • Identify foreign inclusions in molded, machined, or assembled parts
  • Spot debris on runways, hangars, and aerospace assembly floors before it causes damage

Bring intelligence to every inspection today. Stop foreign objects from reaching your customers, triggering recalls, or eroding trust.

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