Modification kit for a swimming pool cleaning apparatus comprising a body, at least one hydraulic circuit circulating liquid between at least one liquid inlet and at least one liquid outlet, and through a device for separating out debris suspended in the liquid, and at least one fluid circulation pump installed in the hydraulic circuit, said kit including the separation device comprising means for the centrifugal spinning of the debris suspended in the liquid, a tank for collecting said centrifugally separated debris, a liquid supply duct opening into a filtration chamber defining a substantially cylindrical volume, tangentially to a cylindrical wall of said filtration chamber, said filtration chamber communicating with the collecting tank that collects the centrifugally separated debris, and means for adapting this separation device on the body of the swimming pool cleaning apparatus.