Real-time Bolt Detection Using Deep Learning Published: January 01, 2022Development of a YOLOv5 deep learning bolt detectorReal-time bolt detection using ZED 2i camera and Edge AI Gateway
Predicting AirBnb Prices in Athens using Machine Learning Published: October 01, 2021Data PreprocessingFeature EngineeringRegression using Random Forest, XGBoost
Global Wheat Detection (Kaggle Competition) Published: October 01, 2020Implementation of various Cut and Mix plus Style Transfer image augmentationsSingle-class object detection using EfficientDet
Automatic Identification of Asbestos Fibres in Air Samples using Deep Learning Published: October 01, 2019Instance segmentation using U-NetAnalysis of fibre size and shape distributionsProgress meetings with industrial partner Ethos Environmental
Improving the Safety, Reliability, and Efficiency of Cargo Transportation using Deep Learning Published: October 01, 2019Multi-class object detection using RetinaNetProgress meetings with the industrial partner Streamba