Bon: An extended public domain dataset for human activity recognition

GA Tadesse, O Bent, K Weldemariam, MA Istiak… - arXiv preprint arXiv …, 2022 - arxiv.org
Body-worn first-person vision (FPV) camera enables to extract a rich source of information
on the environment from the subject's viewpoint. However, the research progress in
wearable camera-based egocentric office activity understanding is slow compared to other
activity environments (eg, kitchen and outdoor ambulatory), mainly due to the lack of
adequate datasets to train more sophisticated (eg, deep learning) models for human activity
recognition in office environments. This paper provides details of a large and publicly …

BON: An extended public domain dataset for human activity recognition

G Abebe Tadesse, O Bent, K Weldemariam… - arXiv e …, 2022 - ui.adsabs.harvard.edu
Body-worn first-person vision (FPV) camera enables to extract a rich source of information
on the environment from the subject's viewpoint. However, the research progress in
wearable camera-based egocentric office activity understanding is slow compared to other
activity environments (eg, kitchen and outdoor ambulatory), mainly due to the lack of
adequate datasets to train more sophisticated (eg, deep learning) models for human activity
recognition in office environments. This paper provides details of a large and publicly …
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