FireNet: An image collection of fire safety equipment

Abstract

FireNet is an open ML training dataset for visual recognition of fire safety equipment. Our dataset directly links the objects to their respective Uniclass, the construction sector’s classification scheme to name objects. FireNet has been designed as a ML training dataset for experimentation and therefore fulfils multiple machine learning scenarios (classification, object detection, semantic segmentation). 

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