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"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 ShahinfarPaul D. MeekGregory Falzon
Published in: Ecol. Informatics (2020)
Keyphrases
  • sample size
  • deep learning
  • image retrieval
  • data sets
  • probabilistic model
  • input image
  • statistical hypothesis testing
  • data mining
  • machine learning
  • objective function
  • expectation maximization