hlydecker

Data scientist, CV, NLP, ML, Python, R, data vis. Love all things science, with a particular fondness for ecology and public health.

The University of SydneySydney

Pinned Repositories

aigis
Tools for aerial and satellite imagery acquisition, processing, annotation, and analysis using artificial intelligence
Language:Python00
are-you-wearing-a-mask
Demo workflow for fine tuning an object detection model on a custom dataset and deploying a prediction web app.
Language:Jupyter Notebook01
gis2coco
Convert geospatial datasets of shapefiles and rasters into COCO format datasets of images and JSON.
Language:Python5 2 13
RentScraper
Scrapes rental listings from https://www.auhouseprices.com
Language:R10
wordclouder
R Shiny app to make word clouds
Language:R30
DoEgen
DoEgen: A Python Library for Optimised Design of Experiment Generation and Evaluation
Language:Python72 8 1115
aigis
Tools for aerial and satellite imagery acquisition, processing, annotation, and analysis using artificial intelligence
Language:Python5 7 51
recocam
Extract and process image annotations stored in EXIF data, and prepare camera trap data for camtrapr
Language:R4 4 41
Weed-AI
A repository and interchange format for weed identification annotation
Language:Python53 9 3848

hlydecker's Repositories

hlydecker/voc2coco
Convert VOC format XMLs to COCO format json
hlydecker/iak3d
Increment-averaged kriging for 3D prediction of soil properties
hlydecker/github-slideshow
A robot powered training repository :robot:
Language:HTML
hlydecker/DeepWeeds
A Multiclass Weed Species Image Dataset for Deep Learning
hlydecker/R-tricks
Short functions to make life easier in R