Publications by authors named "Jamison Quanbeck"
Article Synopsis
- Weeds can harm crop yields, prompting the use of robots for targeted herbicide application based on weed identification through computer vision.
- This paper presents a unique dataset of 3,975 annotated images of five common weed species in North Dakota, collected using both handheld cameras and drones, enhancing the adaptability of weed control technologies.
- The dataset is open-source and employs various augmentation techniques to mirror real-world conditions, aiming to improve precision farming and sustainable agricultural practices.
