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Openlrm Mix Small 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 generation model capable of reconstructing high-quality 3D objects from a single input image. The project provides different model sizes, including small, base, and large versions.

Model Features

Multiple Model Sizes
Provides small, base, and large versions to accommodate different computational resource requirements
Dual Training Data
Offers models trained on both Objaverse and Objaverse+MVImgNet datasets
Improved Image Encoding
Uses DINOv2 model with register tokens as the image encoder
Multi-level Decoding
Tri-plane decoder includes 4 levels to improve reconstruction quality

Model Capabilities

Single-image 3D Reconstruction
3D Object Generation
Multi-view Consistency Maintenance

Use Cases

3D Content Creation
Rapid 3D Modeling
Generate 3D models quickly from a single photo
Simplifies 3D content creation workflow
Virtual Reality
VR Scene Construction
Quickly convert real-world objects into 3D objects for VR scenes
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