# 3D

Genaimo is an AI-powered animation generation tool that allows users to create animations through simple descriptions. Its main advantage lies in quickly converting user ideas into actual animation effects, significantly improving the animation creation process. It is suitable for designers, developers, and creatives who need to rapidly generate animations. While its specific pricing and market positioning remain unclear, its innovative and practical technology gives it a significant place in the field of animation design.

ComfyUI-Hunyuan3DWrapper is a plugin based on ComfyUI that encapsulates the Hunyuan3D-2 model for efficient 3D image generation and texture processing. By streamlining the usage process of the Hunyuan3D-2 model, this tool allows users to quickly create high-quality 3D models and textures within the ComfyUI environment. It supports custom configurations and extensions, making it ideal for users engaged in efficient 3D content creation.

Hunyuan3D 2.0 is an advanced large-scale 3D synthesis system developed by Tencent, focusing on generating high-resolution textured 3D assets. The system comprises two core components: the large-scale shape generation model Hunyuan3D-DiT and the large-scale texture synthesis model Hunyuan3D-Paint. By decoupling the challenges of shape and texture generation, it provides users with a flexible platform for 3D asset creation. The system surpasses existing open-source and closed-source models in geometric details, conditional alignment, texture quality, and more, showcasing high practicality and innovation. Currently, the inference code and pre-trained models of this model are open-sourced, allowing users to quickly experience it through the official website or Hugging Face space.

ThreeJS.ai is a platform focused on using artificial intelligence technology to generate ThreeJS project assets. By simplifying the creation process for 3D models and animations, it enables developers and designers to build complex 3D scenes and visual effects more quickly and efficiently. The platform's significance lies in lowering the barriers for 3D content creation, allowing non-professionals to easily get started while saving professionals a considerable amount of time. According to product background information, ThreeJS.ai is provided by Graam Inc. and offers 500 free generation opportunities.

ImPlot3D is a 3D plotting extension library based on Dear ImGui, offering user-friendly and high-performance 3D plotting features. Inspired by ImPlot, it provides a familiar and intuitive API for developers who are accustomed to ImPlot. ImPlot3D supports various 3D plot types, such as line plots, scatter plots, and surface plots, and allows users to interactively rotate, pan, and zoom in on 3D graphics. Its significance lies in providing an ideal solution for applications requiring 3D data visualization, especially in scenarios where real-time performance is crucial.

Aiuni is a platform that delivers immersive experiences in a 3D virtual world, where users can create and explore personalized 3D models while enjoying an engaging cosmic adventure. With its innovative 3D technology, rich interactivity, and high degree of customization, Aiuni offers users a brand new space for virtual experiences.

This pipeline utilizes the generative capabilities of 2D diffusion models and prompt self-repair to create panoramic images as the initial "flat" (2D) scene representation. Subsequently, it elevates this image to a 3D Gaussian function through carving techniques, enabling real-time exploration. To generate consistent 3D geometry, the pipeline constructs spatially consistent structure by transforming single-view depth into a globally optimized point cloud. This point cloud serves as the initial state for the 3D Gaussian function, aiding in addressing the occluding issues caused by single-view input. By applying semantic and geometric constraints to both the synthesized and input camera views, the pipeline guides the optimization of the Gaussian function to reconstruct unseen areas. Overall, this method provides a globally consistent 3D scene with a 360-degree view, enhancing the free experience offered by existing techniques.

SV3D Online is a stable online 3D video synthesis tool that can transform a single image into captivating 3D perspectives and meshes.

Polycam's Gaussian Blur Creator allows you to freely transform images into immersive 3D blurry images. You can preview, share, and export these blurry images. The tool supports 20-200 PNG or JPG format images, with input images requiring adherence to best imaging practices to ensure clarity, even exposure, and no motion blur. The generated 3D blur can be used in engines like Unity and Unreal, with plugins continuously updated to support more software. The tool also features a Gallery for browsing and sharing community creations.

The ComfyUI-3D-Pack is a powerful node plugin for 3D processing, enhancing ComfyUI with the capability to handle 3D inputs (meshes, UV textures, etc.) using cutting-edge algorithms such as 3D Gaussian sampling and neural radiance fields. This project allows users to rapidly generate 3D Gaussian models from a single image, converting Gaussian models to meshes for 3D reconstruction. It also supports multi-view images as inputs, enabling the mapping of multi-view rendered textures onto the given mesh UVs. Currently in development and not officially released to the ComfyUI plugin library, it already includes features such as large multi-view Gaussian models, three-plane Gaussian transformers, 3D Gaussian sampling, depth mesh triangulation, and 3D file loading and saving (obj, ply, glb, etc.). Its aim is to become a robust tool for ComfyUI's 3D content processing.

3DTopia is a two-stage text-to-3D generation model. In the first stage, a diffusion model quickly generates candidate items. In the second stage, the selected assets from the first stage are optimized. This model can achieve high-quality text-to-3D generation within 5 minutes.

Make-A-Shape is a novel 3D generative model designed to efficiently train on massive datasets. It leverages 10 million publicly available shapes. We innovatively introduce a wavelet tree representation, encoding shapes compactly via a subband coefficient filtering scheme. Subband coefficients are then packaged and arranged on a low-resolution mesh to enable diffusion model generation. Furthermore, we propose a subband adaptive training strategy, allowing our model to effectively learn the generation of coarse-to-fine wavelet coefficients. Finally, we extend our framework to be controlled by additional input conditions, enabling shape generation from various modalities, including single/multi-view images, point clouds, and low-resolution voxels. Extensive experiments demonstrate the efficacy of our method in various applications, including unconditional generation, shape completion, and conditional generation. Our approach not only surpasses existing techniques in providing high-quality results but also efficiently generates shapes in seconds, typically requiring only 2 seconds under most conditions.

Neuroid is an AI-powered 3D modeling and animation generation tool that enables users to transform their creative ideas into complex 3D models and animations with simple and efficient operations, thereby enhancing creativity and productivity. Leveraging the powerful capabilities of Generative Adversarial Networks, Neuroid revolutionizes the field of 3D motion design. It can analyze large datasets, learn various motion patterns, and unlock unprecedented creativity and efficiency for designers in the process of motion design.

SteinDreamer offers a solution for text-to-3D score distillation. They propose a variance reduction solution called Stein Score Distillation (SSD) which effectively reduces distillation variance through control variable construction and the application of Stein identities. Experimental results demonstrate that SSD successfully lowers distillation variance and consistently improves visual quality in both object and scene-level generation. Additionally, SteinDreamer exhibits faster convergence rates compared to existing methods.

LangSplat constructs a 3D linguistic field by mapping the CLIP language into a set of 3D Gaussian distributions, enabling open-vocabulary queries of 3D scenes. It eliminates the costly rendering process found in NeRF, significantly enhancing efficiency. The learned language features accurately capture object boundaries, providing an accurate 3D linguistic field without the need for post-processing. LangSplat achieves a 199-fold speed improvement over LERF.

Stable Zero123 is an in-house trained model for view-conditioned image generation. Compared to the previous state-of-the-art model Zero123-XL, Stable Zero123 produces significantly improved results. It achieves this through three key innovations: 1. A substantially filtered training dataset from Objaverse, retaining only high-quality 3D objects and rendering them more realistically than previous methods. 2. An estimated camera angle is provided to the model during both training and inference, enabling it to make more informed and higher-quality predictions. 3. Pre-computed datasets (pre-calculated latent variables) and an improved data loader that supports higher batch sizes, coupled with the first innovation, result in a 40x improvement in training efficiency compared to Zero123-XL. The model is now available on Hugging Face for researchers and non-commercial users to download and experiment with.

GET3D is a generative model that produces high-quality 3D texture shapes. It can generate 3D meshes with complex topological structures, rich geometric details, and high-fidelity textures. GET3D is trained using differentiable surface modeling, differentiable rendering, and 2D generative adversarial networks. It can generate a variety of high-quality 3D texture shapes, including cars, chairs, animals, motorcycles, characters, and buildings.

This is a resource collection focusing on 3D Gaussian splatting technology. It covers a range of content including ecosystems & tools, research papers, and a Unity Gaussian scattering project. This technique has widespread applications in 3D editing, real-time point cloud relighting, reverse rendering, data compression, and anti-aliasing, making it a valuable resource for anyone interested in 3D Gaussian splatting.

The LLM Visualization project displays a 3D model of a GPT-style network. This is the network topology used in OpenAI's GPT-2, GPT-3 (and potentially GPT-4). The first demonstration model shown is a small network that sorts a small list consisting of letters A, B, and C. This is a demonstration example model from Andrej Karpathy's minGPT implementation. The renderer can also visualize networks of any size and works with smaller GPT2 sizes, though the weights are not downloaded (it has hundreds of MB). The CPU Simulation project runs 2D digital circuits with a full editor. The intention is to add some exercises demonstrating things such as: building a simple RISC-V CPU; how components are built down to the gate level: instruction decoding, ALU, addition, etc.; more advanced CPU concepts like different levels of pipelines, caches, etc.

3D Paintbrush is a technique that uses text descriptions to automatically add textures to local semantic areas on a mesh. The method operates directly on the mesh to generate texture maps that seamlessly integrate into standard graphics pipelines. It simultaneously produces localized texture maps for the specified editing areas and corresponding textures tailored to them. We utilize multiple stages of a cascading diffusion model to supervise local editing techniques, thus enhancing the detail and resolution of texture areas. This technology is known as Cascading Score Distillation (CSD) and allows the distillation of scores at multiple resolutions in a cascading manner, providing control over the granularity of supervision and the global understanding. We demonstrate the effectiveness of 3D Paintbrush in adding textures to various shapes within different semantic regions. It has functionalities such as:

Mootion is an AI-native 3D creation platform dedicated to unleashing creativity for everyone in the digital realm. It transforms professional workflows into universal and user-friendly processes. Mootion aims to build an AI-powered creative hub encompassing 3D, video, animation, and game development, serving as a platform for inspiration, sharing, and collaboration.

Bits provides an AI-driven design tool for both indoor and outdoor spaces, offering creative inspiration and personalized design suggestions. Features include custom styles, infinite generation, shareable links, and more, allowing you to experiment with different options for your project. The professional yet simple design panel boasts a rich array of customizable styles. Detect building outlines to perfect your sketches; present hand-drawn effects and experiment with your ideas. Craft your unique custom style!

3D Creation is a website that provides users with an easy way to create and utilize 3D content. It offers a variety of features, including AI textures, My Models, and API. Users can use the AI texture feature to convert images into textures, or use the text-to-3D feature to convert text descriptions into 3D models. Additionally, users can use the Sketch to 3D feature to convert hand-drawn sketches into 3D models. 3D Creation is suitable for a variety of scenarios, such as design, image processing, video production, and more. The product is positioned as a simple and easy-to-use 3D content creation tool, and offers a reasonable pricing strategy.

PromptHub is a platform that provides high-quality and customizable AI solutions. No matter what industry you are in, we can offer you tailored AI services. Our platform integrates various AI tools to help you complete tasks more efficiently in both work and life. Whether you have technical experience or not, our intuitive and user-friendly interface and features will guide you through effortless usage. Our platform offers a variety of AI solutions to meet the needs of different industries. Join our AI solution platform now and unleash your full potential.

Meshy is your 3D generation AI toolkit, enabling you to easily create 3D assets from text or images, speeding up your 3D workflow. It offers the following features: - AI-driven 2D image to 3D texture conversion - Text prompt to 3D texture generation - 2D concept art to 3D texture conversion - 2D image to 3D model conversion - 2D image to 3D texture conversion Meshy revolutionizes 3D content creation, allowing artists to generate high-quality 3D assets faster than ever before. For pricing information, please visit the official website.

Tafi Avatar is an AI Text-to-3D character engine, offering the fastest way to create customized 3D characters. It provides millions of high-quality 3D assets, allowing you to get started without any prior 3D experience. Simply input your desired character through text prompts, eliminating the need for manual 3D design. Tafi Avatar is fast, high-quality, and versatile, suitable for a wide range of scenarios and applications.

Dpt Depth is an image processing tool based on Dpt depth estimation and 3D technology. It can quickly estimate depth information from input images and generate corresponding 3D models based on the depth information. Dpt Depth Estimation + 3D is powerful and easy to use, and can be widely used in computer vision, image processing and other fields. The product offers a free trial version and a paid subscription version.

Any Image to 3D is an innovative AI system that can transform complex 2D images into 3D models. It eliminates the technical barriers to creating 3D content, enabling anyone to easily generate 3D models. It finds applications in games, robotics, mixed reality, visual effects, and e-commerce. Through a simple visual interface, users can turn their ideas into detailed 3D models.

DreamFusion is a pretrained 2D text-to-image diffusion model that generates high-fidelity, controllable 3D objects. It generates 3D objects by using gradient descent to optimize randomly initialized 3D models (Neural Radiance Field), and can be viewed from any angle, re-lit with any lighting, or synthesized with any 3D environment. DreamFusion does not require 3D training data or modification of the image diffusion model, showcasing the effectiveness of using pretrained image diffusion models as priors.

Dorakey is a powerful no-code platform that allows you to easily design and publish stunning 3D and animation websites without coding. You can create professional and customized websites on a fully visual canvas and enjoy fully responsive design and flexible domain name settings. Dorakey seamlessly integrates with Figma, allowing designers to switch easily and use it for free. Start exploring endless possibilities and bring your creative visions to life with Dorakey!