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DeepCount: In-Field Automatic Quantification of Wheat Spikes Using Simple Linear Iterative Clustering and Deep Convolutional Neural Networks

Crop yield is an essential measure for breeders, researchers, and farmers and is composed of and may be calculated by the number of ears per square meter, grains per ear, and thousand grain weight. Manual wheat ear counting, required in breeding programs to evaluate crop yield potential, is labor-in...

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Bibliografski detalji
Izdano u:Front Plant Sci
Glavni autori: Sadeghi-Tehran, Pouria, Virlet, Nicolas, Ampe, Eva M., Reyns, Piet, Hawkesford, Malcolm J.
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6775245/
https://ncbi.nlm.nih.gov/pubmed/31616456
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fpls.2019.01176
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