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Yield estimation and smart harvesting for precision agriculture using deep learning
(2021-08-01)
Precision agriculture is one of the fastest growing fields in recent years. In this thesis, we introduce a framework that provides farmers with a yield estimation from videos of crops and provides guided assistance for ...
A system framework for non-intrusive monitoring of HMI states for detecting human-in-the-loop error precursors
(2020-04-01)
Past industrial accidents suggest that increased automation has had an adverse effect on operator situational awareness (SA) and Human-in-the-Loop (HITL) errors. More so, any current automation is not yet capable of providing ...
A novel deep learning architecture and large-scale benchmark for robust object detection in traffic surveillance and analysis
(2022-12-01)
Upstream technologies such as traffic surveillance provide helpful information to downstream intelligent transportation systems intending to improve the safety, mobility, and efficiency of road-users whilst reducing their ...