Search Results for author: Melvyn Smith

Found 2 papers, 1 papers with code

Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support System

1 code implementation8 Jan 2024 Chollette Olisah, Lyndon Smith, Melvyn Smith, Lawrence Morolake, Osi Ojukwu

Given the nonlinearity of the interaction between weather and soil variables, a deep neural network regressor (DNNR) is carefully designed with consideration to the depth, number of neurons of the hidden layers, and the hyperparameters with their optimizations.

Crop Yield Prediction

Home Activity Monitoring using Low Resolution Infrared Sensor

no code implementations13 Nov 2018 Lili Tao, Timothy Volonakis, Bo Tan, Yanguo Jing, Kevin Chetty, Melvyn Smith

We evaluate the proposed method on a state-of-the-art dataset and experimentally confirm that our approach outperforms the baseline method.

Home Activity Monitoring Specificity

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