---
license: apache-2.0

tags:
- image-to-3d
---

# InstantMesh

Model card for *InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models*.

Code: https://github.com/TencentARC/InstantMesh

Arxiv: https://arxiv.org/abs/2404.07191

🌟 Presenting InstantMesh: Revolutionizing Image-to-3D Transformation with Unmatched Speed and Quality 🖼️➡️🎨

InstantMesh: pioneering framework designed to seamlessly convert single images into intricate 3D models in a matter of seconds. Built upon a foundation of advanced technology and meticulous research, InstantMesh stands at the forefront of rapid 3D mesh generation. 🚀

Through a harmonious fusion of off-the-shelf multiview diffusion models and sparse-view reconstruction architectures based on the LRM paradigm, InstantMesh achieves unparalleled generation quality while maintaining remarkable scalability. This synergy enables the creation of diverse 3D assets with unprecedented efficiency, all within a remarkably short timeframe of 10 seconds. 💡

In our relentless pursuit of excellence, we have integrated a differentiable iso-surface extraction module into InstantMesh, enhancing training efficiency and enabling the utilization of additional geometric supervisions such as depths and normals. This innovation further elevates the fidelity and versatility of the generated 3D assets. 🔄💎

Empirical evaluations conducted on public datasets demonstrate the superior performance of InstantMesh when compared to contemporary image-to-3D baselines, both in terms of qualitative output and quantitative metrics. 📊🏆

As a testament to our commitment to fostering collaboration and innovation within the community, we are pleased to announce the release of all associated code, weights, and a comprehensive demo of InstantMesh. It is our fervent hope that this contribution will catalyze advancements in the realm of 3D generative AI, empowering researchers and content creators alike to push the boundaries of creativity and possibility. 🌐💡

Experience the future of image-to-3D transformation with InstantMesh – where speed, quality, and innovation converge to unlock limitless creative potential. 🌟🖼️🚀