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MeshAnything
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Yiwen Chen 2024-06-18 11:54:09 +08:00
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@ -37,7 +37,7 @@
<a href='https://arxiv.org/abs/2406.10163'><img src='https://img.shields.io/badge/arXiv-2406.10163-b31b1b.svg'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <a href='https://arxiv.org/abs/2406.10163'><img src='https://img.shields.io/badge/arXiv-2406.10163-b31b1b.svg'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href='https://buaacyw.github.io/mesh-anything/'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <a href='https://buaacyw.github.io/mesh-anything/'><img src='https://img.shields.io/badge/Project-Page-Green'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href='https://github.com/buaacyw/MeshAnything/blob/master/LICENSE.txt'><img src='https://img.shields.io/badge/License-SLab-blue'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp; <a href='https://github.com/buaacyw/MeshAnything/blob/master/LICENSE.txt'><img src='https://img.shields.io/badge/License-SLab-blue'></a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href="https://huggingface.co/spaces/Yiwen-ntu/MeshAnything"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Gradio%20Demo-Huggingface-orange"></a>; <a href="https://huggingface.co/spaces/Yiwen-ntu/MeshAnything"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Gradio%20Demo-Huggingface-orange"></a>
</div> </div>
@ -73,25 +73,24 @@ pip install flash-attn --no-build-isolation
``` ```
## Usage ## Usage
### Local Gradio Demo <a href='https://github.com/gradio-app/gradio'><img src='https://img.shields.io/github/stars/gradio-app/gradio'></a>
``` ```
# Gradio Demo
python app.py python app.py
```
# Command line inference ### Mesh Command line inference
```
# For mesh # folder input
# inference for folder
python main.py --input_dir examples --out_dir mesh_output --input_type mesh python main.py --input_dir examples --out_dir mesh_output --input_type mesh
# inference for single file # single file input
python main.py --input_path examples/wand.ply --out_dir mesh_output --input_type mesh python main.py --input_path examples/wand.ply --out_dir mesh_output --input_type mesh
# Preprocess with Marching Cubes first # Preprocess with Marching Cubes first
python main.py --input_dir examples --out_dir mesh_output --input_type mesh --mc python main.py --input_dir examples --out_dir mesh_output --input_type mesh --mc
```
# For point cloud ### Point Cloud Command line inference
```
# Note: if you want to use your own point cloud, please make sure the normal is included. # Note: if you want to use your own point cloud, please make sure the normal is included.
# The file format should be a .npy file with shape (N, 6), where N is the number of points. The first 3 columns are the coordinates, and the last 3 columns are the normal. # The file format should be a .npy file with shape (N, 6), where N is the number of points. The first 3 columns are the coordinates, and the last 3 columns are the normal.
@ -100,7 +99,6 @@ python main.py --input_dir pc_examples --out_dir pc_output --input_type pc_norma
# inference for single file # inference for single file
python main.py --input_dir pc_examples/mouse.npy --out_dir pc_output --input_type pc_normal python main.py --input_dir pc_examples/mouse.npy --out_dir pc_output --input_type pc_normal
``` ```
## Important Notes ## Important Notes