pwernette

Associate Research Scientist at Michigan Tech., Great Lakes Research Center Coastal Geomorphology, Geophysics, Remote Sensing, AI/Machine Learning, Env. Change

@mtu.eduMichigan

Pinned Repositories

dash_doodler
Doodler. A web application built with plotly/dash for image segmentation with minimal supervision. Plays nicely with segmentation gym, https://github.com/Doodleverse/segmentation_gym
Language:Python63 7 4013
2d-gaussian-splatting
[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields
Language:Python00
Benthic-Mapping
A repository for creating object detection and instance segmentation models on ROV, AUV, and DropCam imagery data
Language:Python00
CoastSat
Global shoreline mapping tool from satellite imagery
Language:Jupyter Notebook00
dash_doodler
Doodler. A web application built with plotly/dash for image segmentation with minimal supervision
Language:Python00
depth-anything
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
Language:Python00
MLMONDAYS
Materials for the USGS "Deep Learning for Image Classification and Segmentation" CDI workshop, 2020
Language:Jupyter Notebook00
MLP_veg_seg
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.
Language:Jupyter Notebook4 3 00
PBS_filter
PBS (pansharpening with background subtraction) method for sharpening RGB images
Language:Python10
relative_relief
Language:C++00

pwernette's Repositories

pwernette/MLP_veg_seg
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.
Language:Jupyter Notebook4 3 00
pwernette/PBS_filter
PBS (pansharpening with background subtraction) method for sharpening RGB images
Language:Python10
pwernette/2d-gaussian-splatting
[SIGGRAPH'24] 2D Gaussian Splatting for Geometrically Accurate Radiance Fields
Language:Python00
pwernette/Benthic-Mapping
A repository for creating object detection and instance segmentation models on ROV, AUV, and DropCam imagery data
Language:Python00
pwernette/dash_doodler
Doodler. A web application built with plotly/dash for image segmentation with minimal supervision
Language:Python00
pwernette/depth-anything
[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation
Language:Python00
pwernette/dust3r
DUSt3R: Geometric 3D Vision Made Easy
Language:Python00
pwernette/efficientvit
EfficientViT is a new family of vision models for efficient high-resolution vision.
Language:Python00
pwernette/FastSAM
Fast Segment Anything
Language:Python00
pwernette/Geography-Thesis-Python-Scripts
Python scripts from my Masters thesis research
Language:Python00
pwernette/github-pages
0 1 20
pwernette/MLMONDAYS
Materials for the USGS "Deep Learning for Image Classification and Segmentation" CDI workshop, 2020
Language:Jupyter Notebook00
pwernette/relative_relief
Language:C++00
pwernette/Full-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
pwernette/gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
pwernette/Grounded-Segment-Anything
Grounded-SAM: Marrying Grounding-DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
pwernette/MultiscaleDTM
Calculates multi-scale geomorphometric terrain attributes from regularly gridded DEM/bathymetry rasters.
pwernette/nerfstudio
A collaboration friendly studio for NeRFs
pwernette/planet_notebooks
interactive notebooks from Planet Engineering
pwernette/Point-SLAM
Point-SLAM: Dense Neural Point Cloud-based SLAM
pwernette/pwernette.github.io
Language:HTML
pwernette/pynmea2
Python library for parsing the NMEA 0183 protocol (GPS)
Language:Python0 0
pwernette/saga-gis
This is a mirror of the git repository of SAGA GIS. Original version at: https://sourceforge.net/p/saga-gis/code/ci/master/tree/ Feel free top open pull requests here, I can push to the official repo afterwards.
pwernette/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
pwernette/salt
Segment Anything Labelling Tool
pwernette/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Language:Jupyter Notebook
pwernette/segmenteverygrain
A SAM-based model for instance segmentation of images of grains
pwernette/SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
Language:Python0 0
pwernette/ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
Language:Python
pwernette/UnityGaussianSplatting
Toy Gaussian Splatting visualization in Unity