This document describes the AfroWeeds project, which aims to consolidate knowledge about weeds that affect rice production in Africa. Rice is a major crop on the continent but weed problems cause 28-89% yield losses. The project will create a centralized online knowledge base of Africa's major rice weed species, including an identification tool. It will also develop paper guides and networks to disseminate information to farmers, researchers and extension workers. This will help close knowledge gaps about weed identification, biology and management, improving rice productivity through better integrated weed control in African countries.