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Certificate of Completion

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THIS ACKNOWLEDGES THAT

HAS COMPLETED THE SPRING 2021 DATA SCIENCE BOOT CAMP

Tuguldur Sukhbold

Roman Holowinsky, PhD

JUNE 09, 2021

DIRECTOR

DATE

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TEAM

MaizeFinder

Tuguldur Sukhbold, Michael Darcy, Pol Arranz-Gibert, AJ Adejare

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Our problem is to accurately predict maize field centers in Africa using very low resolution satellite images. The dataset contains many disparate entries including two satellite imagery, one with higher spatial res (Planet) and one with higher temporal resolution and wavelength coverage (Sentinel-2), partial metadata about the crop fields including estimated yield, size, and subjective quality of the measurement. We are employing CNN based image segmentation models to compute displacement vector from the image center.

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