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Openlrm Mix Large 1.1

Developed by zxhezexin
OpenLRM is an open-source implementation of the LRM paper for generating 3D models from a single image
Downloads 98
Release Time : 3/4/2024

Model Overview

OpenLRM is an image-to-3D generative model capable of reconstructing high-quality 3D objects from a single input image. This project is the open-source implementation of the original LRM paper.

Model Features

Multi-scale Model Options
Offers small/base/large model scales to accommodate different computational resource needs
Dual Training Data Versions
Provides both pure Objaverse-trained version and Objaverse+MVImgNet mixed training version
Improved Image Encoder
Uses DINOv2 model with register tokens as the image encoder
Multi-level Tri-plane Decoding
Tri-plane decoder contains 4 levels to enhance reconstruction quality

Model Capabilities

Single-view 3D reconstruction
3D mesh generation
3D shape prediction

Use Cases

3D Content Creation
Game Asset Generation
Quickly generate 3D game models from concept art
Virtual Scene Construction
Create 3D scene elements based on reference images
Industrial Design
Product Prototyping
Generate preliminary 3D models from product photos
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