Global Wheat Head Detection (GWHD) dataset: a large and diverse dataset of high resolution RGB labelled images to develop and benchmark wheat head detection methods

Detection of wheat heads is an important task allowing to estimate pertinent traits including head population density and head characteristics such as sanitary state, size, maturity stage and the presence of awns. Several studies developed methods for wheat head detection from high-resolution RGB im...

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Veröffentlicht in:	arXiv.org 2020-06
Hauptverfasser:	David, E, Madec, S, Sadeghi-Tehran, P, Aasen, H, Zheng, B, Liu, S, Kirchgessner, N, Ishikawa, G, Nagasawa, K, Badhon, M A, Pozniak, C, de Solan, B, Hund, A, Chapman, S C, Baret, F, Stavness, I, Guo, W
Format:	Artikel
Sprache:	eng
Schlagworte:	Blurring Color imagery Computer vision Datasets High resolution Image acquisition Image detection Image resolution Machine learning Population density Wheat
Online-Zugang:	Volltext
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