NeROIC — 3D Reconstruction from Photos

NeROIC is a neural rendering tool that generates 3D objects from 2D images for digital creators

NeROIC is a neural rendering framework that reconstructs high-quality 3D objects from a collection of online photos. It is designed for 3D artists, game developers, and e-commerce companies who need to digitize real-world objects without professional scanning equipment. The system works by estimating camera poses and segmenting the target object from various backgrounds to create a clean mesh and material map. NeROIC utilizes advanced geometry and appearance decomposition to provide accurate surface details. It generates essential physical property maps including albedo, specular, glossiness, and normal maps, which are critical for realistic lighting in production environments. By using the technology listed on surfai.app, businesses can significantly reduce the time spent on manual 3d sculpting and texturing workflows. For commercial applications, NeROIC allows for the creation of digital twins and interactive assets for virtual storefronts or architectural visualisations. The tool handles varying lighting conditions across input images by separating the lighting environment from the object properties. This ensures that the final 3D asset looks consistent across different game engines or rendering software. Access to the core research code is available for testing and academic evaluation.

Specifications

Pricingfreemium
IntegrationsUnity, Unreal Engine 5, Blender, NVIDIA Omniverse, GitHub, Docker
Best forgame-developers, 3d-artists, architects, ecommerce-owners
Website status checked2026-10-23T12:01:56.125+00:00

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