Thermal imaging combined with predictive machine learning based model for the development of thermal stress level classifiers
Verônica Madeira Pacheco, Rafael Vieira de Sousa, Alex Vinicius da Silva Rodrigues, Edson José de Souza Sardinha, Luciane Silva Martello
Topics & Concepts
Machine learningArtificial intelligenceThermographySupport vector machineHeat indexPredictive modellingCorrelation coefficientMultilayer perceptronPearson product-moment correlation coefficientArtificial neural networkComputer scienceEnvironmental scienceRelative humidityMathematicsStatisticsMeteorologyGeographyInfraredOpticsPhysicsEffects of Environmental Stressors on LivestockAnimal Behavior and Welfare StudiesThermoregulation and physiological responses