Metadata-Version: 2.4
Name: glue3d
Version: 0.3.0
Summary: Official project for GLUE3D.
Author: Alessandro Raganato, Simone Melzi, Gabriella Pasi
Author-email: Giorgio Mariani <giorgiomariani94@gmail.com>
License-Expression: MIT
Project-URL: Homepage, https://github.com/giorgio-mariani/GLUE3D
Project-URL: Repository, https://github.com/giorgio-mariani/GLUE3D
Project-URL: Issues, https://github.com/giorgio-mariani/GLUE3D/issues
Keywords: benchmark,point cloud,multimodal,three-dimensional,3d
Requires-Python: >=3.10
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: transformers[accelerate]>=4.38.0
Requires-Dist: huggingface_hub>=0.24.0
Requires-Dist: datasets>=4.0.0
Requires-Dist: sentence-transformers>=2.2.2
Requires-Dist: nltk>=3.8.0
Requires-Dist: scipy>=1.11.0
Requires-Dist: click
Requires-Dist: rouge>=1.0.1
Requires-Dist: llama-cpp-python==0.3.9
Requires-Dist: OpenEXR>=3.4.0
Provides-Extra: blender
Requires-Dist: bpy==4.4.0; extra == "blender"
Provides-Extra: dev
Requires-Dist: pre-commit; extra == "dev"
Requires-Dist: black; extra == "dev"
Requires-Dist: pytest>=6.0.0; extra == "dev"
Dynamic: license-file

## GLUE3D: General Language Understanding Evaluation for 3D Point Clouds

Official PyPI package for [**GLUE3D: General Language Understanding Evaluation for 3D Point Clouds**](https://github.com/giorgio-mariani/GLUE3D).

GLUE3D is a Q&A benchmark for evaluation of 3D-LLMs object understanding capabilities. It is built around 128 richly textured surfaces spanning creatures, objects, architecture and transport. Each surface is provided as a 50 k-point RGB point cloud, a 8K-point RGB point cloud, a 512 × 512 RGB rendering, and five RGB-D multiviews.

The package can be easily installed with the command:

```bash
pip install glue3d
```

A more in-detail description of the GLUE3D Q&A evaluation tasks, together with usage examples, are available on the project [repository](https://github.com/giorgio-mariani/GLUE3D).
