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stackschmiede.de
DE
2026 selbst

Coloring-page Generator (AI)

Locally-running proof of concept: text prompt → printable coloring page. Completely on own hardware, no OpenAI, no cloud upload.

Year
2026
Duration
Ongoing experiment
Role
Solo engineer (AI-augmented) — ML pipeline, backend, UI, deployment concept
Sector
selbst
Tech stack
Python 3.12FastAPIStable Diffusion XLLine-Art LoRAPyTorchAstro frontend

Idea

Coloring pages on specific themes (a “dragon with astronaut helmet”, “horse on the moon”, “favorite animal with a crown”) are popular but rarely available as stock images. Existing AI tools are usually cloud-bound, expensive per image, and hard to steer to the line-art format. This experiment shows how to do it locally.

Solution (local proof of concept)

A lean pipeline with a text prompt as input:

  1. Prompt — user types e.g. “dragon with crown in front of castle”.
  2. Style anchors added (coloring book line art, black and white, bold outlines, no shading, A4 portrait).
  3. SDXL + line-art LoRA renders the image.
  4. Post-processing — line sharpening, white-space cleanup, contrast.
  5. PDF output, A4, borderless.

All local, no cloud upload.

Status today

  • Local: runs, delivers good results on test images.
  • Not deployed: no public demo yet. Planned next step: Hetzner GPU (GEX44, ~€200/month, reducible to €20-50/month effective with socket activation).
  • No customers: this is a learning/showcase project, not a product for sale.

What this project shows

  • AI integration without OpenAI — I built the full pipeline, not just an API wrapper.
  • ControlNet understanding — preprocessing is where most quality comes from.
  • Hetzner GPU economics — socket activation makes on-prem financially viable.
  • Realistic scope of a solo project with AI assist.

Why interesting for you?

Because the same architecture — local workflow, no US cloud, predictable costs — works for other domains: document processing, contract analysis, patent search, internal knowledge bots with RAG.

Outcomes

  • Locally running prototype with very good results
  • Text prompt → ready-to-print coloring page (line art, A4)
  • Processing fully on-premises — no input goes to US cloud
  • Demonstrates Hetzner GPU + SDXL as a real alternative to OpenAI/Midjourney
  • Not yet publicly deployed — next step: demo at demo.stackschmiede.de