
I would like to show me different python code for 3d point cloud analytics and visualization of results and exporting after reading and processing ply file of point cloud from a mine tunnel


1) Geotechnical Add-on
The Geotechnical add-on provides geologists and geotechnical engineers with powerful tools for analysing structures and undertaking kinematic analysis. Working directly on laser scan data ensures accurate and informative geotechnical reporting to guide mine planning and operational decisions.

2) Extend discontinuities Expanded
Extend Discontinuity Planes to analyse blast block solids and pit advancement solids with a single click
Discontinuity solids
Create solids from discontinuities to determine shape, size and volume of wedge failures

3)Discontinuity spacing
Calculate average spacing between discontinuities for structural persistence analysis

4)Customisable stereonet viewer
Set stereonet background colour, point and line size; add planes, poles and intersections
Display drilling blind zones on stereonets
Easily identify regions where drillhole analysis will provide poor geotechnical information with setup including drillhole trend, plunge and intersection angle limit
Kinematic analysis

5)Full kinematic analysis for planar, wedge and toppling failures with new auto failure zone shading

6)Dynamic dip and strike
Drag-drop discontinuities onto kinematic slope fields dynamically adds dip/strike direction and displays failure zones
Stability analysis
Waviness tool produces histograms showing varia Wrap the entire output in JSON format.
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