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Identification of Crop Type in Crowdsourced Road View Photos with Deep Convolutional Neural Network

In situ ground truth data are an important requirement for producing accurate cropland type map, and this is precisely what is lacking at vast scales. Although volunteered geographic information (VGI) has been proven as a possible solution for in situ data acquisition, processing and extracting valu...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sensors (Basel)
Prif Awduron: Wu, Fangming, Wu, Bingfang, Zhang, Miao, Zeng, Hongwei, Tian, Fuyou
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI 2021
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7914883/
https://ncbi.nlm.nih.gov/pubmed/33562266
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s21041165
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