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Visual QC

AI inspection for devices and appliances: batch images, video or a live camera, with defects marked as they are found.

Sector
Manufacturing quality
Year
2023
Inputs
Images, video, live camera
Streaming
WebRTC
IL-09 · spec sheet

in

  • Batches of images or video
  • A live browser camera over WebRTC
  • The line's own defect classes

engine

  • Detection models on every frame
  • Results kept per unit and per batch
  • Streamed back to the browser as they are found

out

  • Defects marked on each unit
  • A record per batch for audit
  • One workspace for the whole line

The detailLive camera frames stream to the detection service over WebRTC, and defects come back to the browser as they are found.

Practice: The last ten percent is the job

The problem

Manual inspection of devices and appliances is slow, inconsistent between shifts, and hard to audit afterwards.

What we built

An AI inspection workspace. Teams upload batches of images or video, or point a live camera at the line, and defects are marked on each unit as they are found, with results kept per batch.

How it works

Live camera feeds stream to the detection service over WebRTC. Defect models run on each frame and the results come back to the browser in real time.