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What is Height Estimation for Children Under 5 about?

This document presents a CNN-based method for estimating the height of children under five years from depth images collected via smartphones, addressing the challenge of accurately measuring height in resource-limited settings. The study involved data collection from 3,887 children in rural India, achieving a mean absolute error of 1.64% and meeting the acceptable accuracy threshold of less than 1.4 cm for 70.3% of test images. The proposed solution aims to facilitate early detection of malnutrition by accu

Author

asharma393

Language

EN