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20182021
most citedWinter wheat yield prediction using convolutional neural networks from environmental and phenological data

176 citations · 184 across the 6 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 176 cited

Winter wheat yield prediction using convolutional neural networks from environmental and phenological data

Amit Kumar Srivastava, Nima Safaei, Saeed Khaki +5

Crop yield forecasting depends on many interactive factors, including crop genotype, weather, soil, and management practices. This study analyzes the performance of machine learnin…

cs.CV2021★ 2 cited

WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting

Saeed Khaki, Nima Safaei, Hieu Pham +1

For a globally recognized planting breeding organization, manually-recorded field observation data is crucial for plant breeding decision making. However, certain phenotypic traits…