“How many images do I need?” Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring
Saleh Shahinfar, Paul D. Meek, Greg Falzon
Topics & Concepts
Computer scienceArtificial intelligenceMachine learningA priori and a posterioriContext (archaeology)Deep learningSample (material)Sample size determinationClass (philosophy)Set (abstract data type)StatisticsMathematicsGeographyChromatographyChemistryArchaeologyProgramming languageEpistemologyPhilosophySpecies Distribution and Climate ChangeWildlife Ecology and ConservationEnvironmental DNA in Biodiversity Studies