CoFly-WeedDB: A UAV image dataset for weed detection and species identification

CoFly-WeedDB: A UAV image dataset for weed detection and species identification

The CoFly-WeedDB contains 201 RGB images (∼436 MB) from the attached camera of DJI Phantom Pro 4 from a cotton field in Larissa, Greece during the first stages of plant growth. The 1280 × 720 RGB images were collected while the Unmanned Aerial Vehicle (UAV) was performing a coverage mission over the...

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Bibliographic Details
Main Authors: Marios Krestenitis, Emmanuel K. Raptis, Athanasios Ch. Kapoutsis, Konstantinos Ioannidis, Elias B. Kosmatopoulos, Stefanos Vrochidis, Ioannis Kompatsiaris
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Data in Brief
Subjects:
Precision agriculture
UAV dataset
Weed detection
Deep convolutional neural networks
Semantic segmentation
Online Access:http://www.sciencedirect.com/science/article/pii/S235234092200782X

Internet

http://www.sciencedirect.com/science/article/pii/S235234092200782X

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