Name: pwernette
Type: User
Company: @mtu.edu
Bio: Associate Research Scientist at Michigan Tech., Great Lakes Research Center
Coastal Geomorphology, Geophysics, Remote Sensing, AI/Machine Learning, Env. Change
Location: Michigan
Blog: pwernette.github.io
pwernette's Projects
[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields
A repository for creating object detection and instance segmentation models on ROV, AUV, and DropCam imagery data
Global shoreline mapping tool from satellite imagery
Doodler. A web application built with plotly/dash for image segmentation with minimal supervision
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
DUSt3R: Geometric 3D Vision Made Easy
EfficientViT is a new family of vision models for efficient high-resolution vision.
Fast Segment Anything
This is Pytorch Implementation Code for adding new features in code of Segment-Anything. Here, the features support batch-input on the full-grid prompt (automatic mask generation) with post-processing: removing duplicated or small regions and holes, under flexible input image size
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
Python scripts from my Masters thesis research
Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
Laspy is a pythonic interface for reading/modifying/creating .LAS LIDAR files matching specification 1.0-1.4.
Official repository of the libgeotiff project
Multibeam echosounder function library
Python scripts for Metashape (former PhotoScan)
Materials for the USGS "Deep Learning for Image Classification and Segmentation" CDI workshop, 2020
Python programs for filtering/segmenting vegetation from bare-Earth points in point clouds with RGB colour. This repo is supplementary to my AGU presentation in December 2021 and my manuscript published in Remote Sensing in June 2024.
Calculates multi-scale geomorphometric terrain attributes from regularly gridded DEM/bathymetry rasters.
Code release for NeRF (Neural Radiance Fields)
A collaboration friendly studio for NeRFs
Pangeo website + discussion of general issues related to the project.
Pangeo Example Notebooks
PBS (pansharpening with background subtraction) method for sharpening RGB images
interactive notebooks from Planet Engineering
Point-SLAM: Dense Neural Point Cloud-based SLAM
A Python package for locating the dune toe on cross-shore beach profile transects.