Personal Protective Equipment (PPE) such as respirators or dust masks are used
to controls these hazards [7]. ... In this paper, we present a real-time approach to
automatically identify non-PPEuse (NPU) in response to the limitations of
monitoring systems in construction sites. ... Firstly, we detect entities in each
observed frame using deep learning-based models: PPE(s) are recognized and
localized ...
