Manga, a form of Japanese comics and distinct visual storytelling, has captivated readers worldwide. Traditionally presented in black and white, manga's appeal lies in its ability to convey complex narratives and emotions through intricate line art and shading. Yet, the desire to experience manga in vibrant colors has sparked the pursuit of manga colorization, a task of paramount significance for artists. However, existing methods, originally designed for line art and sketches, face challenges when applied to manga. These methods often fall short in achieving the desired results, leading to the need for specialized manga-specific solutions. Existing approaches frequently rely on a single training step or extensive manual artist intervention, which can yield less satisfactory outcomes. To address these challenges, we propose a specialized framework for manga colorization. Leveraging established models for shading and vibrant coloring, our approach aligns both using a multi-encoder VAE. This structured workflow ensures clear and colorful results, with the option to incorporate reference images and manual hints.

inkn'hue: Enhancing Manga Colorization from Multiple Priors with Alignment Multi-Encoder VAE

Independent researcher, 1st year computer engineering student - wootwootwootwoot

wootwootwootwoot - Overview

A tiny library that allows copy/cut operations in C# using Win32 functions, and the viewing of files currently held in the clipboard along with clipboard deletion - wootwootwootwoot/ClipboardFileGroup

GitHub - wootwootwootwoot/ClipboardFileGroup: A tiny library that allows copy/cut operations in C# using Win32 functions, and the viewing of files currently held in the clipboard along with clipboard deletion

Batched Runge-Kutta Samplers for ComfyUI. Contribute to wootwootwootwoot/ComfyUI-RK-Sampler development by creating an account on GitHub.

GitHub - wootwootwootwoot/ComfyUI-RK-Sampler: Batched Runge-Kutta Samplers for ComfyUI

Mindustry and Factorio-style conveyors/transport system using SDL, OpenGL, and ImGUI on C# - wootwootwootwoot/JustConveyors

GitHub - wootwootwootwoot/JustConveyors: Mindustry and Factorio-style conveyors/transport system using SDL, OpenGL, and ImGUI on C#

An OpenGL Bouncing DVD Logo demo. Contribute to wootwootwootwoot/OpenGLBouncingDVD development by creating an account on GitHub.

GitHub - wootwootwootwoot/OpenGLBouncingDVD: An OpenGL Bouncing DVD Logo demo

https://raytracing.github.io/ Implemented in C#, with multithreading and Intel Open Image Denoise - wootwootwootwoot/SharpTracer

GitHub - wootwootwootwoot/SharpTracer: https://raytracing.github.io/ Implemented in C#, with multithreading and Intel Open Image Denoise

A system tray application that allows you to add a keybind to toggle between 3 different Windows mouse speeds - wootwootwootwoot/ToggleMouseSpeed

GitHub - wootwootwootwoot/ToggleMouseSpeed: A system tray application that allows you to add a keybind to toggle between 3 different Windows mouse speeds

A collection of classes and interfaces to help with saving and loading of persistent data (saves) in Unity. The resulting save file is compressed using System.IO.Compression's default ZipFile class and can be opened by any .zip viewer - wootwootwootwoot/UnitySaveScript

GitHub - wootwootwootwoot/UnitySaveScript: A collection of classes and interfaces to help with saving and loading of persistent data (saves) in Unity. The resulting save file is compressed using System.IO.Compression's default ZipFile class and can be opened by any .zip viewer

This repository contains the official PyTorch implementation of inkn'hue: Enhancing Manga Colorization from Multiple Priors with Alignment Multi-Encoder VAE - wootwootwootwoot/inknhue

GitHub - wootwootwootwoot/inknhue: This repository contains the official PyTorch implementation of inkn'hue: Enhancing Manga Colorization from Multiple Priors with Alignment Multi-Encoder VAE

Complete 3D character generation based on ControlVideo, GroundingDINO, SegmentAnything, InstantNGP, and nvdiffrec - wootwootwootwoot/marching-waifu-x

GitHub - wootwootwootwoot/marching-waifu-x: Complete 3D character generation based on ControlVideo, GroundingDINO, SegmentAnything, InstantNGP, and nvdiffrec

A C# port of utm-latlng from https://github.com/shahid28/utm-latlng - wootwootwootwoot/utm_latlng_sharp

GitHub - wootwootwootwoot/utm_latlng_sharp: A C# port of utm-latlng from https://github.com/shahid28/utm-latlng

wootwoot (Tawin Jiramahapokee)

Read writing from wootwoot on Medium. Independent researcher. Every day, wootwoot and thousands of other voices read, write, and share important stories on Medium.

wootwoot – Medium

Ever since the release of the seminal paper Denoising Diffusion Probabilistic Models (https://arxiv.org/abs/2006.11239), image generators of this class have been improving to the point where the…

Diffusion models are zero-shot 3D character generators, too

Find local businesses, view maps and get driving directions in Google Maps.

Google Maps

A tiny library that allows copy/cut operations in C# using Win32 functions, and the viewing of files currently held in the clipboard along with clipboard deletion

ClipboardFileGroup 1.0.2

A C# port of utm-latlng from https://github.com/shahid28/utm-latlng