# Manga-Autonoma (powered by nano-banana-2 and ChatGPT Images 2.0)　Autonomous AI 4-panel manga production system using Gemini API and OpenAi API. / Gemini APIとOpenAI APIを活用した、Nano Banana 2 and ChatGPT Images 2.0対応の完全自律型AI4コママンガ制作システム。

🎨 Generate unique manga panel layouts using LayoutGAN++, enhancing creativity and streamlining the comic creation process.

AI-powered manga panel layout generator using LayoutGAN++. Automatically predicts optimal panel positions for manga pages with deep learning and GAN technology.

Unofficial PyTorch reproduction for DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation.

From-scratch anime/manga AI — custom MoE architecture with specialized experts for line art, color theory, and background generation. Trains on 2,000+ images with full resource management (L3 cache, SSD offload, OOM prevention) on mid-range hardware. Single-file pipeline from dataset collection to inference.