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Ashtan Mistal's Projects

forest-friends icon forest-friends

Tree detection, positioning, and biological family classification from airborne LiDAR data using PointNet++ and mean shift clustering.

jotmark icon jotmark

A Markdown notetaking application built using Angular and designed using Material Design elements. Built during Winter Break of 2022-23.

lidar-denseseg icon lidar-denseseg

A pipeline for semantic segmentation, densification, and planar flattening for improving voxelization and mesh reconstruction quality of airborne LiDAR data.

minecraftubc icon minecraftubc

A proof-of-concept for transforming UBC's Vancouver Campus into a Minecraft world through the use of geospatial data processing and deep learning.

phys-420-demonstrations icon phys-420-demonstrations

A Physics-based Introduction to Computer Shading Techniques. Final project for PHYS 420 (Physics Demonstrations). Includes slides and content for a 45 minute presentation geared towards high school students.

pointnet2-ubc-semseg icon pointnet2-ubc-semseg

Dataloader for UBC campus and corresponding trained PointNet++ model for architectural semantic segmentation on aerial LiDAR data.

rexfro icon rexfro

A powerful Java-based find and replace application. Performs a sequence of any number of regex find and replace operations on multiple text documents at the click of a button.

sapcu-recursive icon sapcu-recursive

Recursive Implementation (via median split) of "Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation (CVPR 2022)"

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