development of robotic solutions in Industry 4.0. Monitoring operators manipulating tools
and objects is one of the key tasks. Deep learning methods are obtaining state-of-the-art
results to solve this problem but large amounts of labelled data should be provided to these
networks. However, no specific manufacturing tools datasets exist. For this purpose, we
proposed a new dataset for this type of environment. An hybrid dataset of 29550 images has …