README.md

metadata

task_categories:
  - image-to-3d
license: gpl-3.0

PrimitiveAnything

📃 Paper • 💻 [Github Repo] • 🌐 Project Page

This repository contains the test dataset presented in the paper PrimitiveAnything: Human-Crafted 3D Primitive Assembly Generation with Auto-Regressive Transformer.

PrimitiveAnything is a novel framework to decompose complex shapes into 3D primitive assemblies via the auto-regressive transformer.

Structure

• basic_shapes_norm
• basic_shapes_norm_pc10000
• demo_glb: Demo GLB models
• test_pc: Test point clouds

Usage

You can download the files directly from this repository or use the Hugging Face datasets library:

from huggingface_hub import hf_hub_download, list_repo_files

# Get list of all files in repo
files = list_repo_files(repo_id="hyz317/PrimitiveAnything", repo_type="dataset")

# Download each file
for file in files:
    file_path = hf_hub_download(
        repo_id="hyz317/PrimitiveAnything",
        filename=file,
        repo_type="dataset",
        local_dir='./data'
    )