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StefOe / DPCR-AGB

This is the repository for the 'Remote Sensing of Environment' article: Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR
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point cloud data #2

Open xje123456 opened 2 months ago

xje123456 commented 2 months ago

I have another question, how do I get this point cloud dataset? Is it downloadable?

StefOe commented 1 month ago

It took some time, but I changed the Readme to give instructions on this (new header called "Get the Data") . Please let me know if it works.

This should not contain any information on where the plots are exactly. Please let me know if this is not the case.

xje123456 commented 1 month ago

I successfully downloaded this data compression package. What is this pt file, PyTorch model data? If I want to input point cloud data in las format to run on the network, do I need to convert point cloud data to pt format to run?

StefOe commented 1 month ago

this is the processed data. It should allow you to train the models yourself as per ReadMe. I will upload the model when I find some more time to work on this. You can put in your own data (las files + labels files) as well. I did not have the time to write a comprehensive how to for that yet but one could follow the code. I sadly cannot give our original las files and labels files since they contain sensitive information. If you are interested, I could walk you through it via zoom or so.