Ashtan Mistal's repositories
minecraftUBC
A proof-of-concept for transforming UBC's Vancouver Campus into a Minecraft world through the use of geospatial data processing and machine learning.
Forest-Friends
(Under active development) Tree detection, positioning, and biological family classification from airborne LiDAR data using PointNet++ and mean shift clustering.
LiDAR-DenseSeg
A pipeline for semantic segmentation, densification, and planar flattening for improving voxelization and mesh reconstruction quality of airborne LiDAR data.
PHYS-319-Project
see PHYS_319_Final_Project.pdf.
PHYS-420-demonstrations
PHYS 420 is a Physics demonstration course, where science topics are taught to secondary school students using reproducible demonstrations. This project contains the website alongside various WebGL demonstrations used during the presentation.
pointnet2-ubc-semseg
Dataloader for UBC campus and corresponding trained PointNet++ model for architectural semantic segmentation on aerial LiDAR data.
sapcu-recursive
Recursive Implementation (via median split) of "Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation (CVPR 2022)"