»Glückspfad« von Jakob Werner, Thea Sparmeier, Pauline Cremer  (Teaser) DOK Leipzig Film Festival – Honorable Mention Body hair on women’s…

Automating the colorization of line art in videos is crucial for streamlining animation production workflows and reducing labor costs. However, challenges such as misalignment between character design art and line art sketches, as well as the need for temporal consistency, hinder automation efforts. Previous methods often require manually colored keyframes and dense line art guidance, increasing the artist's workload and suffering from color information leakage due to non-binarized sketch conditioning. We propose a novel all-in-one model that leverages priors from video diffusion model to automate the colorization process. Our approach introduces an explicit correspondence mechanism with an injection module to align color information from reference images to input sketches, enhancing color accuracy. A two-stage training strategy learns to interpolate between keyframes, reducing the need for sketching intermediate frames. By conditioning on binarized sketches and employing data augmentation techniques, we improve training stability. Our method demonstrates superior quantitative and qualitative results, offering an effective solution for automatic line art video colorization and advancing the efficiency of animation production.

Eine Mischung aus Dokumentar-, Animations- und Imagefilm über den Hamburger Stadtteil Georgswerder. Produziert im Auftrag von Q8 Wilhelmsburg.Mehr Infos zu d...

この1週間の気になる生成AI技術・研究をいくつかピックアップして解説する「生成AIウィークリー」（第76回）では、アニメの自動彩色と中間フレームを生成できるAIモデル「AniDoc」と、Metaの動画理解AIモデル「Apollo」をご紹介します。

At the seventh edition of the Flipbook Film Festival held in Skopje from August 3 to 9, films were screened in the Main, Student, and Anidoc competitions, the Animated Music Video selection, the new BoomBar program for young audiences, and the European Panorama, alongside a number of special programs, retrospectives, and presentations by festival guests. ☑️ 'Please' by Anna Mantzaris, 'Floating' by Jelena Milunović, 'A Pint of Bitter' by Conor Kehelly were among the festival winners. ☑️ Find all the winners of the Macedonian animation festival 👇 #Animation #Animationfestival #zippyframes

Sono 31 i cortometraggi - 15 in anteprima nazionale e 3 in anteprima internazionale - proposti nelle 4 sezioni a concorso (Animated Painting, AniDOC, National e Experimental) della XII edizione di Animaphix Nuovi Linguaggi Contemporanei Film Festival, in programma a Bagheria (PA) negli spazi di Villa Cattolica – Museo Guttuso dal 3 al 9 agosto 2026. Le opere, provenienti da 18 Paesi, esplorano la scena internazionale dell’animazione contemporanea d’autore attraverso molteplici suggestioni e tematiche. Al contempo il festival guarda alle origini del cinema con un omaggio di…

Discover amazing ML apps made by the community

AniDoc是什么 AniDoc 是一款开源的动画创作草图高保真着色工具，旨在简化动画制作流程并减少劳动成本。它通过自动为草图序列上色，根据角色设计参考图为草图添加颜色，即使草图在姿势和比例上有所不同，也能保持高度准确的色彩匹配。AniDoc 能处理草图与角色设计之间的差异，如角度和比例不一致，确保上色效果的一致性和高保真度。该工具支持多种参考图的使用，生成多样化的上色效果，并能够在处理不同草图时保持颜色和风格的统一。通过视频扩散模型和两阶段训练策略，AniDoc 提高了训练稳定性，自动化地将草图序列转换为彩色动画。该项目由香港科技大学、蚂蚁集团、南京大学、浙江大学和香港大学联合推出，旨在降低动画制作的劳动成本并加速制作流程。 AniDoc效果演示 AniDoc如何使用 体验地址： 演示： GitHub：

»Fliehen um anzukommen« - Trailer An animated documentary film by Ahmad Al Bandakji Concept, design, animation, editing: Ahmad Al Bandakji Narrator:…