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GRS's Projects

physics_gnn icon physics_gnn

Graph neural network based models with applications in particle physics

pi4u icon pi4u

Pi4U - High Performance Framework for Bayesian Uncertainty Quantification and Optimization

piccante icon piccante

The hottest High Dynamic Range (HDR) Library

pickmt icon pickmt

Matlab codes for moment tensor phase picking and inversion.

pico icon pico

Pixelwise Correlation-Based Landscape Classification (PiCo). PiCo, an R script, automates and regionalizes the Climate Landscape Response (CLaRe) metrics developed by Wallace et al 2016. This script performs a pixel-wise regression analysis to produce rasters whose correlation values can be evaluated to target buffelgrass.

piecewisecrf icon piecewisecrf

The code for my master thesis "Modelling the Co-Occurrence of Semantic Labels with Conditional Random Fields"

pisaa_bnldd icon pisaa_bnldd

Parallel and interacting simulated annealing approximation (Bayesian network learning application)

pix2pix icon pix2pix

Image-to-image translation with conditional adversarial nets

pix2pix-pytorch icon pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pix2pix-tensorflow icon pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pix2pix-tensorflow-1 icon pix2pix-tensorflow-1

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pixel_level_land_classification icon pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

pixie icon pixie

Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling

pl-cnn icon pl-cnn

A layer-wise algorithm for learning Convolutional Neural Networks

places365 icon places365

The Places365-CNNs for Scene Classification

places_devkit icon places_devkit

Development kit for the data of the Places365-Standard and Places365-Challenge

plantuml icon plantuml

Embed UML diagrams in files and view them in Eclipse

platoon icon platoon

Multi-GPU mini-framework for Theano

plcompositor icon plcompositor

seamless and cloudless image mosaics from deep stacks of satellite imagery

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