Artificial intelligence
(Computer vision)
ageing Whitetails
Understanding whitetail deer physiology is an area of interest for conservationists and hunters alike. However, image-based deer ageing techniques can be tricky. A CNN is used to predict deer age.
(Decision trees)
HYperlocal fog prediction
Localized fog is a problem for terrestrial sensor networks. This project predicts hyper-localized fog presence based on past and present weather conditions. Comparing different ML prediction models, an 93% accuracy is obtained.
(Random forest)
Airline delays
Flight delays are a nuisance for travelers worldwide. Based on 2015 data, this project examines data across six main airlines, characterizing airline delay frequency and predicting delay types for each airline.