OpenLRM: Open-Source Large Reconstruction Models - GitHub [2023 12 20] We release this project OpenLRM, which is an open-source implementation of the paper LRM Install requirements for OpenLRM first Please then follow the xFormers installation guide to enable memory efficient attention inside DINOv2 encoder Model weights are released on Hugging Face
Understanding LRM Models: An Approach to Image-to-3D Generation LRM models (Large Reconstruction Models) are high-capacity model architectures developed to directly predict 3D geometry and appearance from a single input image These models are trained using massive multi-view data Their goal is to handle a variety of testing inputs with minimal domain gaps
3DTopia OpenLRM | DeepWiki OpenLRM (Open-source Large Reconstruction Model) is a system for generating high-quality 3D assets from single images This page provides an introduction to the OpenLRM repository, its architecture, capabilities, and use cases For installation instructions, see Installation
AI Summary: LRM: Large Reconstruction Model for Single Image to 3D This paper proposes a large neural network model called LRM that can reconstruct a detailed 3D model of an object from a single input image The model is trained on a massive dataset of around 1 million 3D objects