WEEDINATOR Autonomous Robot Achieves Horticultural Milestone After Years of Development
The WEEDINATOR agricultural robot is one of the longer-running projects we’ve featured here on Hackaday. We first featured it way back in 2017 for that year’s Hackaday prize, and after a nearly a decade of work on-and-off it has hit a very important milestone: it is now an effective horticultural instrument, as you can see in the latest demo video below. There have been some big changes over the years. For one, the scope of the project narrowed considerably with the adoption
The WEEDINATOR agricultural robot, a long-running project, has reached a significant milestone, becoming an effective horticultural instrument after nearly a decade of development. Initially featured in 2017, the robot has undergone substantial evolution, narrowing its focus to mechanical weed removal using specialized cultivators. The project now utilizes a commercial Iseki 321 tractor as its base, chosen for its suitability for low-speed operation. Modern computer vision tools, including OpenCV and YOLO26n on a Jetson Nano board, power its precision. The robotics are managed by an STM32 Nucleo. Notably, the WEEDINATOR team is recognized for creating a theme song for their project. This persistent effort demonstrates a commitment to advancing autonomous agricultural technology, specifically for cultivation tasks.
This long-term project's success in developing an effective autonomous weeding robot showcases advancements in agricultural robotics and AI.
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