Update creating_building_models_using_point_cloud_classification.ipynb
"cell_type": "markdown",
"metadata": {},
"source": [
- "Any airborne point cloud dataset and area of interest can be used. But for this sample, <a href=\"https://downloads.pdok.nl/ahn3-downloadpage/\" target=\"_blank\"> AHN3 dataset</a>, provided by the Government of The Netherlands is considered, which is one of the highest quality open datasets available currently, in terms of accurate labels and point density. While the area of interest for this work is 'Amsterdam' and its nearby regions. Its unique terrain with canals and from modern to 17<sup>th</sup> - century architecture style makes it a good candidate for a sample."
+ "Any airborne point cloud dataset and area of interest can be used. But for this sample, <a href=\"https://downloads.pdok.nl/ahn3-downloadpage/\" target=\"_blank\"> AHN3 dataset</a>, provided by the Government of The Netherlands is considered <a href=\"#References\">[1]</a>, which is one of the highest quality open datasets available currently, in terms of accurate labels and point density. While the area of interest for this work is 'Amsterdam' and its nearby regions. Its unique terrain with canals and from modern to 17<sup>th</sup> - century architecture style makes it a good candidate for a sample."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
- "For the classification of point clouds using the trained model, `predict_las()` is used. It only requires 'input path' and 'output path'. With additional options for remapping of classcodes and selective classification. The output LAS files will have 'building points' with classcode '6' and the rest of the points with classcode '19' <i>(referred to as 'Everything else' in this sample)</i>. "
+ "For the classification of point clouds using the trained model, `predict_las()` is used. It only requires 'input path' and 'output path'. Additional features like, remapping of class codes, selective classification, and class preservation in input data are also available. The output LAS files will have 'building points' with class code '6' and the rest of the points with class code '19' <i>(referred to as 'Everything else' in this sample)</i>. "
]
},
{
