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Mazix Studios

MazixStudios

VLMs

The picture and the question go together: what is happening on the bench, and does it match the procedure.

What is included

  • Frames from a task camera
  • A vision-language check against the expected step
  • Plain-language output for the operator
  • A review queue when the call is weak
  • No requirement to label every frame by hand first

Typical stack

  • Gemini
  • Gemini vision
  • Camera frames
  • Task camera
  • Wearable camera
  • Bench camera
  • Glasses
  • Python
  • REST
  • Step match
  • Review queue
  • Weak-call queue
  • Plain-language output
  • Frame upload

Tell us what you need built.

A short note on the device, the user, and the deadline is enough to start.

Start a project