“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

标题
“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
作者
关键词
Camera traps, Deep learning, Ecological informatics, Generalised additive models, Learning curves, Predictive modelling, Wildlife
出版物
Ecological Informatics
Volume 57, Issue -, Pages 101085
出版商
Elsevier BV
发表日期
2020-03-20
DOI
10.1016/j.ecoinf.2020.101085

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