DeepWeeds
by Alex Olsen,Dmitry A. Konovalov,Bronson Philippa,Peter Ridd,Jake C. Wood,Jamie Johns,Wesley Banks,Benjamin Girgenti,Owen Kenny,James Whinney,Brendan Calvert,Mostafa Rahimi Azghadi,Ronald D. WhiteCC-BY
DeepWeeds
by Alex Olsen,Dmitry A. Konovalov,Bronson Philippa,Peter Ridd,Jake C. Wood,Jamie Johns,Wesley Banks,Benjamin Girgenti,Owen Kenny,James Whinney,Brendan Calvert,Mostafa Rahimi Azghadi,Ronald D. WhiteLicense : CC-BY
The DeepWeeds dataset consists of 17,509 images capturing eight different weed species native to Australia in situ with neighbouring flora. The selected weed species are local to pastoral grasslands across the state of Queensland. They include: "Chinee apple", "Snake weed", "Lantana", "Prickly acacia", "Siam weed", "Parthenium", "Rubber vine" and "Parkinsonia". The images were collected from weed infestations at the following sites across Queensland: "Black River", "Charters Towers", "Cluden", "Douglas", "Hervey Range", "Kelso", "McKinlay" and "Paluma". The table and figure below break down the dataset by weed, location and geographical distribution. For more details, visit dataset page.
Dataset Attributes
TasksClassification
CategoriesWeeds
Class Labels
"Chinee apple""Snake weed""Lantana""Prickly acacia""Siam weed""Parthenium""Rubber vine""Parkinsonia