LGM is an integrated image-to-3D workflow incorporating multi-view diffusion models, capable of generating high-quality 3D content from a single image.

Computer VisionDiffusers

The TRELLIS image-conditioned version is a large-scale 3D generation model capable of generating corresponding 3D models from input 2D images.

TripoSG-scribble is an AI tool that rapidly generates 3D models from scribble images and text prompts. As a variant of TripoSG, it is suitable for creative design and rapid prototyping.

Computer VisionDiffusers

An improved version of TRELLIS that supports converting 2D images into 3D models, with special support for normal conditioning.

AlphaSpace is an innovative approach designed to enhance the spatial reasoning capabilities of language models for robotic manipulation in 3D Cartesian space.

Natural Language ProcessingTransformers

AlphaSpace is an innovative method that enhances language models' spatial reasoning capabilities for robotic manipulation in 3D Cartesian space.

Natural Language ProcessingTransformers

TripoSR is a fast feed-forward 3D generation model developed collaboratively by Stability AI and Tripo AI, capable of rapidly generating 3D models from a single image.

dust3r is a deep learning model for generating 3D models from images, supporting multi-view 3D reconstruction.

Computer VisionSafetensors

ENEL is a model exploring the potential of encoder-free architecture in 3D large multimodal models.

MultimodalPytorch

A family of medical image processing models consisting of six large-scale, generalizable 2D/3D variational autoencoders capable of encoding medical images into compressed latent representations and achieving high-fidelity image reconstruction.

CraftsMan is a high-fidelity mesh generation system based on native 3D generation and interactive geometry optimization, capable of generating high-quality 3D mesh models from a single image.

A LoRA model for generating paper miniature models, specializing in creating flat cardboard scenes and 3D paper objects with a vintage style.

MultimodalDiffusers

VFusion3D is a large-scale feed-forward 3D generation model trained with limited 3D data and extensive synthetic multi-view data, representing the first work to explore scalable 3D generation/reconstruction models.

Computer VisionTransformers

VFusion3D is a large-scale feed-forward 3D generation model trained with limited 3D data and extensive synthetic multi-view data, exploring scalable 3D generation/reconstruction models.

Computer VisionTransformers

LGM is a high-resolution 3D content creation pipeline integrating multi-view diffusion models, specifically designed for 3D machine learning courses.

Computer VisionDiffusers

DUSt3R is a deep learning model for generating 3D geometric models from images, capable of easily handling geometric 3D vision tasks.

Computer VisionSafetensors

MeshAnything is an artist-grade mesh generation model based on autoregressive Transformers, capable of converting images or point clouds into high-quality 3D mesh models.

M3D is a 3D medical image analysis technology based on multimodal large language models, including the M3D-Data dataset, M3D-LaMed model, and M3D-Bench evaluation benchmark.

MultimodalTransformers

OpenLRM is an open-source implementation of the LRM paper for generating 3D models from a single image

Computer VisionTransformers

OpenLRM is an open-source implementation of the LRM paper, capable of generating 3D models from a single image, with multiple versions of different scales.

Computer VisionTransformers