Matrix-3D - Kunlun World Wide open source 3D world generation framework

What is Matrix-3D

Matrix-3D is an open source framework from the Skywork AI team at Kunlun World Wide Web that focuses on generating explorable panoramic 3D worlds. The framework combines panoramic video generation and 3D reconstruction techniques to generate high-quality, omnidirectional explorable 3D scenes from a single image or text cue. Based on a trajectory-guided panoramic video diffusion model and advanced 3D reconstruction methods, Matrix-3D achieves large-scale, highly consistent 3D scene generation with text and image inputs, high efficiency, and strong generalization capabilities.Matrix-3D's accompanying Matrix-Pano dataset provides strong research support.Matrix-3D has been used in the development of games, film and video production, virtual reality, robotics, and game development, Matrix-3D has a wide range of applications in game development, film and television production, virtual reality, robot navigation, education and other fields.

Features of Matrix-3D

• Powerful panoramic video generation: It supports generating high-quality panoramic videos from a single image or a simple text description, and users can customize the shooting path of the video to make the generated content more in line with their needs.
• Flexible and efficient 3D scene reconstruction: Two reconstruction methods are provided, one is fast feed-forward network, which is suitable for rapid scene generation; the other is a high-quality optimization method, which enables the generated scenes to be richer in details and higher in quality, and meets the needs of different scenarios.
• Various input methodsThe user is able to input images and text, and the user has the flexibility to choose according to his or her needs, so that the resulting 3D scene can be more closely aligned with his or her own imagination.
• Large range of generated scenesThe generated 3D scenes are wide-ranging and support 360° free exploration, allowing the user to move freely through the generated scenes.
• high degree of controlThe ability to customize the generation trajectory and to infinitely extend and expand on the generated scene makes the resulting 3D world even more malleable.

Core Benefits of Matrix-3D

• Efficient generation: Quickly generate panoramic 3D scenes from single images or text prompts, dramatically reducing generation time.
• High quality output: Based on optimized algorithms, it generates detailed and spatially consistent 3D scenes to meet the demand for high visual quality.
• Data sets helpThe Matrix-Pano dataset provides rich training material and enhances the generalization ability of the model.
• Wide applicability: Applicable to games, film and television, VR, education and other fields to meet diversified needs.
• Highly scalable: Users are able to continue and expand on existing scenes, providing a great deal of creative freedom.
• optimize performanceThe company's newest product is a new generation of 3D Gaussian Splatting, which is based on techniques such as super resolution and 3D Gaussian Splatting to improve generation efficiency and visualization.

What is Matrix-3D's official website?

• Project website:: https://matrix-3d.github.io/
• GitHub repository:: https://github.com/SkyworkAI/Matrix-3D
• HuggingFace Model Library:: https://huggingface.co/Skywork/Matrix-3D
• Technical Papers:: https://github.com/SkyworkAI/Matrix-3D/blob/main/asset/report.pdf

Who is Matrix-3D for?

• game developer: Rapidly generate high-quality 3D game scenes to help shorten development cycles and enhance player immersion.
• moviemakerWith Matrix-3D, film and TV professionals can efficiently generate realistic virtual sets, reduce shooting costs and optimize the creative process.
• VR/AR Developers: Support panoramic 3D scene generation with 360° free exploration, providing immersive experience for VR tourism, AR applications and more.
• educator: Generate virtual labs and realistic training scenarios to help improve teaching effectiveness and training quality.
• Designers and creative workers: Rapidly present high-quality 3D scenes to help designers efficiently display their ideas and optimize communication effects.