Large lifting equipment is used regularly in the maintenance operations of chemical plant installations, where safety controls must be carried out to ensure operations. This paper presents a convolutional neural network (CNN) methodology, based on PyTorch framework, identify unsafe behavior among operation drivers, specifically, by collecting 22,352 images over certain time period plant. The dr...