For inference run run_inference.sh input_folder output_folder. input_folder folder should contains las files for processing. output_folder contains results in final_results subfolder.
Please follow the command to train the model.
python train.py task=panoptic data=panoptic/treeins models=panoptic/area4_ablation_3heads model_name=PointGroup-PAPER training=treeins job_name=treeins_my_first_run
In order to train the model you have to prepare the data. You can take a look at file : sample_data_conversion.py to check how it may be done.
This framework was used https://github.com/torch-points3d/torch-points3d as the code base. So please take a look there for more information regarding the training and parametrization of the code.
Please provide problems with the code as issuses in this repo.