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Leafy Spurge Dataset: Real-world Weed Classification Within Aerial Drone Imagery
May 8, 2024, 4:42 a.m. | Kyle Doherty, Max Gurinas, Erik Samsoe, Charles Casper, Beau Larkin, Philip Ramsey, Brandon Trabucco, Ruslan Salakhutdinov
cs.LG updates on arXiv.org arxiv.org
Abstract: Invasive plant species are detrimental to the ecology of both agricultural and wildland areas. Euphorbia esula, or leafy spurge, is one such plant that has spread through much of North America from Eastern Europe. When paired with contemporary computer vision systems, unmanned aerial vehicles, or drones, offer the means to track expansion of problem plants, such as leafy spurge, and improve chances of controlling these weeds. We gathered a dataset of leafy spurge presence and …
abstract aerial america arxiv classification computer computer vision cs.cv cs.lg dataset drone ecology europe north america species systems through type unmanned aerial vehicles vehicles vision world
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