Implementation of Input Optimization technique to explain the predictions of PointNet classifier. For a more detailed presentation of the approach, check this out.
pip install -r requirements.txt
python -m scripts.train_pointnet -c "settings/pointnet_hyperparams.json"
python -m scripts.train_aae -c "./settings/aae_hyperparams.json"
python -m scripts.optimize -c "settings/opt_hyperparams.json"
- PointNet implementation
- Adversarial Autoencoder implementation