P-R-McWhirter
KTP Associate at Queen's University Belfast. Computer vision engineer and machine learning specialist in astrophysics and computer science.
Queen's University Belfast & FP McCann LtdBelfast, Northern Ireland, UK
Pinned Repositories
accumulatepy
In progress code to introduce time-aggregated accumulated probabilities for detected objects from YOLOv3 for interframe inference on thermal video.
astroeco_ml
Python wrapper for the darknet machine learning software used by Astroecology
augment_height
Python script to augment thermal drones images and labels in the darknet format to simulate different operation altitudes.
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.
build_cross_validation_splits
Jupyter Notebook to build a K-fold cross validation split.
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
Python scripts using openCV to perform Gaussian adaptive thresholds to draw boxes around bright thermal sources in thermal images.
GOTO_dbaccess_v3
Python command line script for accessing the Gravitational wave Optical Transient Observer photometric database and science frames.
knowsley_fusion_labels
Jupyter Notebooks for the importing of Zooniverse labels into Deeplabel SQLite3 databases.
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.
P-R-McWhirter's Repositories
P-R-McWhirter/astroeco_ml
Python wrapper for the darknet machine learning software used by Astroecology
P-R-McWhirter/detect_thermal_sources
Python scripts using openCV to perform Gaussian adaptive thresholds to draw boxes around bright thermal sources in thermal images.
P-R-McWhirter/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.
P-R-McWhirter/accumulatepy
In progress code to introduce time-aggregated accumulated probabilities for detected objects from YOLOv3 for interframe inference on thermal video.
P-R-McWhirter/augment_height
Python script to augment thermal drones images and labels in the darknet format to simulate different operation altitudes.
P-R-McWhirter/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.
P-R-McWhirter/build_cross_validation_splits
Jupyter Notebook to build a K-fold cross validation split.
P-R-McWhirter/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.
P-R-McWhirter/GOTO_dbaccess_v3
Python command line script for accessing the Gravitational wave Optical Transient Observer photometric database and science frames.
P-R-McWhirter/knowsley_fusion_labels
Jupyter Notebooks for the importing of Zooniverse labels into Deeplabel SQLite3 databases.
P-R-McWhirter/pyOsiris
Python scripts to import OSIRIS long-slit spectra and use Aspired and Rascal for optimal spectral extraction.
P-R-McWhirter/skycamT_variable_classification_functions
Large number of R functions used for the classification of light curves from the Liverpool Telescope SkycamT photometric database.
P-R-McWhirter/spotting_spider_monkeys
Python script to generate 14 fps videos for the Zooniverse Spotting Spider Monkeys project for British Science Week.