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Products that do what Illustrative – AI pipeline that turns books into graphic novels does

I like the idea of taking one thing and turning it into another—very much inspired by NotebookLM and wondered what it might take to generate full graphic novels, with consistent characters, narrative flow, story arc, etc. Developed a 7-pass scripting enrichment system (beat analysis, adaptation filtering, character deep dives) before generating any images. Dual backend: Google Gemini for scripting (2M context window) and either Gemini or OpenAI for image generation with 3-tier model fallback (comparing the performance of both). It's not great. Would love feedback on the pipeline.

  1. 1

    Major step forward with photorealism and in-image text

    2023

  2. 2
    MidReal318

    Create interactive stories with AI, one choice at a time

    2024

  3. 3

    The smartest, most beautiful, most coherent model

    2025

  4. 4

    Create AI generated images from a text prompt

    2022

  5. 5IM

    Hey HN, I want to share a personal project: I made a tiny pen-plotted book for my wife. I did everything myself—drawings (with some help from Midjourney), plotting, cutting, and binding. I even used a 3D printer to make a helper tool. It's absolutely over-engineered, but I enjoyed it a lot. Multi-disciplinary projects, especially those with a physical output, are a lot of fun for me. The post covers the process in detail, but if you're interested in anything specific, let me know. Cheers!

    2025 · muffinman.io

  6. 6IR
  7. 7

    Google's new AI model for the agentic era

    2024

  8. 8

    Craft stunning book covers with AI

    2024

  9. 9SC

    Just go to the link and click on "Start Creating". No signing in required. I built shortbread to help anyone to create comics / manga series. The onboarding process helps you kick start a page from 60%, then you can use your creativity to bring it to 1000% in a fully-controllable editor. Tech stack: GPT 3.5 Turbo - the comic script generation. It handled everything from layout, character, scene, SD prompts, to dialogue. SD 1.5 - We put up SD servers on GCP. For every comic we generate one large image and crop it into panels. Per the experiments of u/Deathmarkedadc on Reddit, this…

    2023 · shortbread.ai

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    Prosed155

    Go from newsletters & podcasts to published manuscript

    May 2026 · tryprosed.com

  11. 11IB

    I'm enthralled with using pen plotters to make generative art. Last August at SIGGRAPH, I built an interactive experience for others to see how code can be used to make visual art. The linked blog post is my trials and tribulations of linking a MIDI controller to one of these algorithms and sending its output to a plotter, so that people may witness the end-to-end experience.

    2024 · lostpixels.io

  12. 12FT

    Hi HN, I'm a computer systems engineering student in Mexico who switched from film school. I built CineGraphs because my filmmaker friends and I kept hitting the same wall—we'd have a vague idea for a film but no structured way to explore where it could go. Every AI writing tool we tried output generic, formulaic slop. I didn't want to build another ChatGPT wrapper, so I went a different route. The idea is simple: you input a rough concept, and the tool generates branching narrative paths visualized as a graph. You can sculpt those branches into a structured screenplay format and export to…

    Feb 2026 · cinegraphs.ai

  13. 13IP

    To be specific, the content is generated by a GPT-2 based model. https://amzn.to/2TCc0v2 Let me know if you have any questions :-)

    2020

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    Comicai98

    AI-powered comic tool - bring your stories to life with AI

    2023

  15. 15MF

    Just finished my second year at college studying Computer Science, and wanted to try and gain experience as a full stack dev this summer, so I made a website that allows users to create stories using openai's API, using embeddings for custom terms users can define, and create short stories and chapters alike. I'm mainly just looking for some feedback on how I can improve it or make it more presentable, so any help/feedback is welcome and appreciated!

    2023 · plotnotes.ai

  16. 16MS

    It has been a major challenge for all AI storytellers to create images of a character with consistent face/hair/outfit/body type across different scenes. We took a stab at this problem at Artflow’s and we'd like to show it to you to gather some early feedback. Please note that this is still an early version and we fully admit it's not perfect. See a tutorial/sample here: https://app.artflow.ai/releases#release%203.5.1%202023-11-29

    2024 · app.artflow.ai

  17. 17GD

    Hello HN! I'd like to share Gemini Document Processor, an open-source tool I've developed. This tool uses Google's Gemini AI (their latest API) to create high-quality Thai language summaries from PDF and EPUB files. Key features include: - Support for both PDF and EPUB files - Intelligent chunking for efficient Gemini API processing - Automatic image extraction from documents - Direct integration with Obsidian (export directly to vault) - Smart retry system when errors occur (switches models/increases timeouts) - Real-time progress tracking via web interface I built this tool because I…

    2025 · github.com

  18. 18IM

    Hey HN! Thank you for all the support and feedback on my original submission 2 months ago. I've been improving the backend using a MCTS/AlphaZero approach and it's currently producing much better results. My long term goal is to allow users to manage multiple projects, deployed autonomously, both from scratch and by making continual updates all prompted with natural language. The cost of each project has been lowered to $9 as performance with smaller models has improved (I migrated from Claude-3-Opus to gemini-1.5-flash). Thanks for checking it out!

    2024 · saas-quick.com

  19. 19OD

    The Problem "Vibing" with LLMs is often too shallow for complex logic, while writing full specifications is cognitively expensive and slow. We need a middle ground that mimics how human programmers gather context—scanning structure before diving into details. The Solution: Outline Driven Development (ODD) I've built a "batteries-included" kit for Gemini/Claude/Codex that uses AST analysis to understand code structure rather than just raw text. This relies on a hyper-optimized Rust toolchain (`ast-grep`, `ripgrep`, `jj`, etc.) to feed precise, structural context to the agent. 1. The…

    Nov 2025 · github.com

  20. 20VN
  21. 21UA

    Ever wanted to create your own picture book? Introducing Mr. Seuss! Just input images of your protagonist and a basic storyline and he'll produce a (funny but weird) picture book for you using AI. The linked colab uses GPT-J to generate a story and Dreambooth Stable Diffusion to generate relevant pictures to the story. It's completely free and takes around 30 minutes to run on the free tier of colab. Let me know what you think in the comments! So excited to see what's possible for storytelling using AI.

    2022 · colab.research.google.com

  22. 22IM

    It works by using open AIs new gpt-image API, image processing algorithms and some prompt engineering. Still has some limitations, but can already generate ready to use assets.

    2025 · pixel-gen.ai

  23. 23CA

    Hey together with wife we took part in AssemblyAI hackathon and although we didn't win we felt good enough about our inital MVP that we took it a bit further. You can describe your characters and give a title and however long/detailed description you want, the gpt-3 will generate a children's story from it, dall-e will generate images. Images are postprocessed with stable-diffusion custom model (for stylisation) and that's the final result. It's still early as it was done in about 2 weeks, but I count on your feedback. I am software engineer and did basically all of the engineering work…

    2022 · childbook.ai

  24. 24

    Instantly Create Illustrated Books with AI

    2025

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