Researchers are combining new digital tools, computer technologies and machine learning to bring cost-effective weed control solutions to the field. This weed control solution is being designed as an advanced spot-spraying precision technology that will help farmers reduce input costs and add another management tool to their integrated management systems. “We are developing a high-tech ground-based sensor technology as another cost-effective precision agriculture tool for weed control in potatoes and other crops,” says Andrew McKenzie-Gopsill, weed scientist with Agriculture and Agri-Food Canada (AAFC) in Prince Edward Island. This five-year project was initiated in 2017 and is still in the early stages of data collection. The whole control system would be mounted to an existing sprayer, including a small inexpensive camera mounted above the canopy, and a mini computer to connect to the sprayer control system to control which nozzles are turned on or off. More