Abstract: A cleaning device for a conveyor belt for installation essentially transverse to the longitudinal direction of the conveyor belt. The cleaning device comprises a supporting structure (3) adapted to hold the cleaning device in place transverse to the conveyor belt (2), the cleaning device covering essentially the whole width of the conveyor belt (2) and consisting of a plurality of individual scraper segments (1?), each of which consists of a body having a scraping face (4), which scraping face (4) rests against the conveyor belt (2). The cleaning device is characterised in that the scraping face (3) on each of the segments (1?) is elastically connected to the supporting structure (3), the number of segments (1?) is relatively great and all the segments are covered by a flexible material.