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Paul Ross McWhirter photo

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followers: 2.0 following: 0.0 repos: 13.0 gists: 0.0

Name: Paul Ross McWhirter

Type: User

Company: Queen's University Belfast & FP McCann Ltd

Bio: KTP Associate at Queen's University Belfast. Computer vision engineer and machine learning specialist in astrophysics and computer science.

Location: Belfast, Northern Ireland, UK

Paul Ross McWhirter's Projects

accumulatepy icon accumulatepy

In progress code to introduce time-aggregated accumulated probabilities for detected objects from YOLOv3 for interframe inference on thermal video.

astroeco_ml icon astroeco_ml

Python wrapper for the darknet machine learning software used by Astroecology

augment_height icon augment_height

Python script to augment thermal drones images and labels in the darknet format to simulate different operation altitudes.

blap_spectra_analysis icon blap_spectra_analysis

A set of Jupyter Notebooks for the analysis of the equivalent widths of BLAP spectra from the SPRAT spectrograph on the Liverpool Telescope.

class_split icon class_split

Two early Jupyter Notebooks for splitting darknet format images and labels into stratified cross validation sets and removing classes from the Knowsley Duo dataset.

detect_thermal_sources icon detect_thermal_sources

Python scripts using openCV to perform Gaussian adaptive thresholds to draw boxes around bright thermal sources in thermal images.

goto_dbaccess_v3 icon goto_dbaccess_v3

Python command line script for accessing the Gravitational wave Optical Transient Observer photometric database and science frames.

plasticc_classification icon plasticc_classification

A collection of Jupyter Notebooks and Python/R scripts used to achieve the Liverpool Telescope 41st placement in the Kaggle LSST (VRO) PLAsTiCC variable star and transient classification competition.

pyosiris icon pyosiris

Python scripts to import OSIRIS long-slit spectra and use Aspired and Rascal for optimal spectral extraction.

spotting_spider_monkeys icon spotting_spider_monkeys

Python script to generate 14 fps videos for the Zooniverse Spotting Spider Monkeys project for British Science Week.

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