This is a repository to train a 3D convolutional neural network for manufacturability analysis of drilled holes. The data can be downloaded from http://web.me.iastate.edu/adamlab/r-manufacturability.html. For more details, please refer to our paper presented in Geometric Modeling and Processing 2018, Germany.
- Keras
- Tensorflow
- Joblib
This code is written for Python/3, we do not support Python/2 currently. We will add it soon.
To be populated soon...
BSD, Can use it for any non-profit work, as long as you cite the paper.
GPU accelerated Voxelization code written in pure python.