Isaac Miller

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AI & software · Programs & events · 2026

The AI Image Series

Three hands-on AI image classes built on a five-layer prompt framework. Class 1, Restore & Remix, is live as a web app.

Three hands-on classes in development, built on a five-layer prompt framework: Subject · Setting · Structure · Style · Maker. The habit across all three: isolate to control. Dial in one layer at a time, then stack.

Class 1: Restore & Remix

Edit existing images with surgical control: describe what to keep as precisely as what to change.

  • Digital repair: denoise and upscale
  • Physical repair: tears, creases and fading
  • Recolor black-and-white photos
  • Interior design remix
  • Exterior design remix
  • Background generator
  • Add and remove elements
  • Use styles: the reference image shortcut
  • Logo generation

Class 1 is live as a web app: you edit, fix, redesign and restyle your own photos with Gemini, one step at a time, and your photos stay in your browser.

Class 2: Image Generation

Build prompts from scratch, one layer of the framework at a time.

  • Subject: the focal point
  • Setting: the world and the action
  • Style: genre and mood
  • Structure: the spatial foundation

Class 3: Maker Generation

Prompt for files the machines can use: cut paths, engraving art and 3D models.

  • Cricut: clean cut paths
  • Sketch to vector logo pipeline
  • Laser-optimized black-and-white styles
  • 3D generation with Meshy, plus the series capstone

The promo

A promo loop for the first class. A damaged print gets repaired and recolored, then a “style slot machine” spins medium, color and one variable until it lands on pen and ink, paint, vector and finally a 3D-printed miniature. Every frame is drawn in code, built with Claude.

Tools I use

  • Claude: My build partner for tools and systems: teaching games like Restyle Lab, Floor Walk and Brand Dice, animated loops like Remix 100, the Makerspace Hub web app, and this site. In Claude Design I lay out print pieces like the Style Reference Poster.
  • Gemini: Image generation and restyling: the 100-style poster, laser-ready black-and-white styles, logo and poster explorations, and the infographic slides for my classes.
  • Photoshop: Generative fill and expand for retouching, extending and finishing images, alongside the compositing I’ve done for years.
Restore & Remix, in a minute

Contact

Let's make something.

If you have a film, a brand or a space in mind, or you just want to talk shop, I'd love to hear from you.

isaac@im4creative.com