Particle picking in single particle cryo-EM is an object detection task. Within each micrograph, protein particles of the target molecule must be detected and localized, while ignoring junk, aggregates, carbon edges, ice crystals, contaminants, etc. The target molecule can appear in a multitude of views and may be barely visible or detectable by the human eye.