Find all the Top AIAgriculture papers. Links to pdf, code repos and demos are provided.
With the world population rapidly increasing, transforming our agrifood systems to be more productive, efficient, safe, and sustainable is crucial to ...
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Presents Agriculture-Vision, a novel large-scale aerial image dataset focused on semantic segmentation for agricultural pattern analysis. It comprises...
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The first Agriculture-Vision Challenge aims to encourage research in developing novel and effective algorithms for agricultural pattern recognition fr...
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Production of cocoa, the third largest trade commodity globally has experienced climate related yield stagnation since 2016, forcing farmers to expand...
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Autonomous navigation in agricultural environments is challenged by varying field conditions that arise in arable fields. State-of-the-art solutions f...
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3D reconstruction is a fundamental task in robotics that gained attention due to its major impact in a wide variety of practical settings, including a...
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Bayesian optimization (BO) has well-documented merits for optimizing black-box functions with an expensive evaluation cost. Such functions emerge in a...
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Insect-pests significantly impact global agricultural productivity and quality. Effective management involves identifying the full insect community, i...
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Deep learning-based approaches have produced models with good insect classification accuracy; Most of these models are conducive for application in co...
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How can we effectively leverage the domain knowledge from remote sensing to better segment agriculture land cover from satellite images? In this paper...
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A key challenge for the widespread application of learning-based models for robotic perception is to significantly reduce the required amount of annot...
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Robotic cutting of soft materials is critical for applications such as food processing, household automation, and surgical manipulation. As in other a...
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