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Tutorial5 min readJanuary 31, 2025

The "Un-AI" Process: Refining Generated Assets

AI gets you 80% of the way there. This guide covers the "last mile" editing techniques — node cleanup, alignment, pixel snapping — that separate polished icons from raw output.

I

Icora Team

Education

Vector editing interface with bezier handles on an icon

No AI model produces perfect vectors every time. There is always a stray node somewhere, a curve that is slightly wonky, a corner that should be crisp but isn't. The difference between a "good enough" icon and a great one is usually about three minutes of manual cleanup. This post is the manual for those three minutes.

Close up of bezier curve handles being adjusted
The human touch is what adds the soul back into machine-generated geometry.

The Surgeon's Toolkit

In the Icora Studio — or any serious vector editor — four operations do most of the cleanup work:

The Node Tool

Your scalpel. Use it to delete extra points. The fewer points you have, the smoother your curve will be.

The Alignment Bar

Your clamp. Select three points that look like a line and hit "Align Vertical". Now they ARE a line.

Boolean Operations

Your sutures. Combine primitive shapes to mask errors or build complex forms cleanly.

Removing Noise

Delete stray paths or tiny artifacts often left behind by vectorization.

The "Node Removal" Algorithm (For Humans)

When simplifying a curve, run this loop:

  • 1. Find a node that sits on a curve (not an inflection point or corner).
  • 2. Delete it.
  • 3. Did the shape change significantly?
  • 4. No? Good, keep it deleted.
  • 5. Yes? Undo, and adjust the handles of the neighbors instead.

Traced and generated vectors are often full of "phantom nodes" — points that exist for no reason, adding file size and making lines jagged. Be ruthless. A perfect circle needs only 4 nodes.

Pixel Snapping

Enable "Snap to Pixel" or "Snap to Grid" while you work. A node at position 10.02 renders blurry on standard screens because the renderer anti-aliases that 0.02px overhang. Move it to 10.00. Crisp edges are built on integers.

Don't settle for the raw output. Be the director, not just the cameraman — your users' eyes will notice the difference even if they never know why.

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Tags:vector editingicon refinementbezier curvesnode toolsicon studio

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