3D Laser Engraving AI Pipeline Companion

Fiber & CO2 relief workflow · AI depth maps · controller-ready

Step 01 · Source image

Generate the Base 2D Subject

Build a clean, high-contrast 2D subject optimized for depth extraction. Crisp inputs produce sharper bas-relief engravings.

Prompt Builder

Interactive
Open Google Gemini

Operator tips

Best practice
  • Resolution first. Use high-resolution source images to avoid pixelation in the final engraving. AI tools work best when starting with crisp, clean inputs.
  • Black background. Isolating the subject on pure black helps depth converters treat the field as zero-height.
  • One subject. Crowded scenes confuse depth models and produce noisy intermediate grays.
  • Prep in Gemini. Use Gemini for generation or cleanup (background removal, contrast boost) before depth conversion.

Before you leave Step 1