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
are-you-wearing-a-mask
Demo workflow for fine tuning an object detection model on a custom dataset and deploying a prediction web app.
gis2coco
Convert geospatial datasets of shapefiles and rasters into COCO format datasets of images and JSON.
RentScraper
Scrapes rental listings from https://www.auhouseprices.com
wordclouder
R Shiny app to make word clouds
DoEgen
DoEgen: A Python Library for Optimised Design of Experiment Generation and Evaluation
aigis
Tools for aerial and satellite imagery acquisition, processing, annotation, and analysis using artificial intelligence
recocam
Extract and process image annotations stored in EXIF data, and prepare camera trap data for camtrapr
Weed-AI
A repository and interchange format for weed identification annotation
hlydecker's Repositories
hlydecker/gis2coco
Convert geospatial datasets of shapefiles and rasters into COCO format datasets of images and JSON.
hlydecker/wordclouder
R Shiny app to make word clouds
hlydecker/RentScraper
Scrapes rental listings from https://www.auhouseprices.com
hlydecker/aigis
Tools for aerial and satellite imagery acquisition, processing, annotation, and analysis using artificial intelligence
hlydecker/are-you-wearing-a-mask
Demo workflow for fine tuning an object detection model on a custom dataset and deploying a prediction web app.
hlydecker/azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
hlydecker/contoso-chat
hlydecker/cv-library
Useful papers, notebooks, and guides for computer vision work.
hlydecker/cv-toolkit
Various random computer vision utility scripts, mostly Python or shell.
hlydecker/DALL-E
PyTorch package for the discrete VAE used for DALL·E.
hlydecker/Flowise
Drag & drop UI to build your customized LLM flow
hlydecker/GANDalf
Currently non existent code for the currently theoretical paper "GANdalf: One Shot Face Tolkienization"
hlydecker/ggml
Aesthetically pleasing machine learning metrics powered by ggplot.
hlydecker/git-nuke-testing
Repo for testing ways to selectively remove files from git history
hlydecker/heaps-random
Scripts to make heaps of random files.
hlydecker/hierarchical-rcnn
Python implementation of a Hierarchical-Mask R-CNN
hlydecker/hlydecker
hlydecker/macos-setup
Scripts to reproduce my preferred configuration of a MacOS computer. Use at your own risk :)
hlydecker/name-shuffler
Randomly shuffle names.
hlydecker/nnUNet
hlydecker/notly
hlydecker/notly-1
Adds the ability to turn a ggplotly plot back into a ggplot
hlydecker/penguins
Minimal tabular data classification example.
hlydecker/policy-docs
hlydecker/retrieval-augmented-qa-chatbot
General purpose code for creating a retrieval augmented QA chatbot.
hlydecker/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
hlydecker/sydney-trees
A map of tree patches in Sydney, Australia built with Protomaps and MapLibre
hlydecker/utae-paps
PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
hlydecker/vba-macros
A collection of VBA (Visual Basic for Applications) macros for Microsoft Office applications. All macros are tested on both Windows and Mac platforms.
hlydecker/WeatherPain