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Kyeyune's Projects

autogpt_roads icon autogpt_roads

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

makerere-passion-fruit-disease-detection-challenge icon makerere-passion-fruit-disease-detection-challenge

Passion fruit pests and diseases in Uganda lead to reduced yields and decreased investment in farming over time. Most Ugandan farmers (including passion fruit farmers) are smallholder farmers from low-income households and do not have sufficient information and means to combat these challenges.

otanalytics icon otanalytics

Perform traffic analysis on trajectories of road users

otcamera icon otcamera

Record videos over several days with a camera system based on Raspberry Pi Zero W

viscowave icon viscowave

ViscoWave is a tool for Dynamic Backcalculation of Falling Weight Deflectometer (FWD) Time History Data

xgboost-ontario-road-pavement-quality icon xgboost-ontario-road-pavement-quality

This notebook (in Python) used eXtreme Gradient Boosting (XGBoost) to predict for good or bad road pavement condition in Ontario. I also performed random search hyperparameter optimization, k-folds stratified cross-validation, and tested what features could be removed from the model without sacrificing its balanced accuracy.

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