![Automated identification of diverse Neotropical pollen samples using convolutional neural networks - Punyasena - 2022 - Methods in Ecology and Evolution - Wiley Online Library Automated identification of diverse Neotropical pollen samples using convolutional neural networks - Punyasena - 2022 - Methods in Ecology and Evolution - Wiley Online Library](https://besjournals.onlinelibrary.wiley.com/cms/asset/bd4c65d9-5b6e-4cc7-961c-a64bb067b96b/mee313917-fig-0002-m.jpg)
Automated identification of diverse Neotropical pollen samples using convolutional neural networks - Punyasena - 2022 - Methods in Ecology and Evolution - Wiley Online Library
CSIRO - Pollen may get up our noses in springtime but, viewed under the microscope, a pollen grain is a thing of beauty. These are microscope images of daisy pollen (family Asteraceae).
![Smithsonian Insider – Research collection of pollen grains given to Smithsonian Tropical Research Institute | Smithsonian Insider Smithsonian Insider – Research collection of pollen grains given to Smithsonian Tropical Research Institute | Smithsonian Insider](https://insider.si.edu/wp-content/uploads/2009/07/Asteraceae-pollencroppped.jpg)
Smithsonian Insider – Research collection of pollen grains given to Smithsonian Tropical Research Institute | Smithsonian Insider
![Ragweed Pollen (ambrosia Psilostachya) Photograph by Dennis Kunkel Microscopy/science Photo Library - Pixels Ragweed Pollen (ambrosia Psilostachya) Photograph by Dennis Kunkel Microscopy/science Photo Library - Pixels](https://images.fineartamerica.com/images-medium-large-5/11-ragweed-pollen-ambrosia-psilostachya-dennis-kunkel-microscopyscience-photo-library.jpg)