Issue being addressed? Volunteer Roundup Ready cotton is becoming an emerging weed issue for the Australian cotton and grains industry. Innovative weed management strategies that specifically address volunteer cotton are required to eliminate a potential and significant problem for the industry into the future. A key component of volunteer cotton management is the ability to detect volunteer cotton in fallow fields and amongst other crop. An image analysisbased detection system is being developed to achieve such discrimination