Recognition of rare microfossils using transfer learning and deep residual networks

HIGHLIGHTS

  • who: Bin Wang et al. from the School of Information Science and Technology, Northwest University, Xi`an, China have published the research: Recognition of Rare Microfossils Using Transfer Learning and Deep Residual Networks, in the Journal: Biology 2022, 11, x FOR PEER REVIEW of 16/Dec/2021
  • what: The authors propose a solution for identifying specific taxa of Cambrian microfossils using only a few available specimens by transferring a model pre-trained on natural image datasets to the field of paleontological artificial intelligence. The experiments show that the average recognition accuracy for specific taxa of . . .

     

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