Creating a neural network that classifies Dinoflagellate species

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Saudi Arabia
BiologyData Science
DOI: 10.18258/12065
$1,417
Raised of $1,378 Goal
102%
Funded on 1/10/19
Successfully Funded
  • $1,417
    pledged
  • 102%
    funded
  • Funded
    on 1/10/19

Discussion

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  • Pierre Carrier Corbeil
    Pierre Carrier Corbeil
    Nice project! Have you tought about polymorphy? How do you think your trained model will translate to natural, mixed community samples?
    Aug 07, 2019
  • Sari Sabban
    Sari SabbanResearcher
    Hi Pierre, Yes, I have some results where the neural network was able to identify two states on an Amoeba, active state and inactive state, the states visually look different thus the network was able to identify them. If there are changes to the physical appearance of an organism, and we actively label this difference to the network, then it will pick it up. My colleague and I wanted to publish the amoeba results, but the paper was too short, so we will combine it with this project.
    Aug 15, 2019
  • John Bestevaar
    John Bestevaar
    The political regime in Saudi Arabia has influenced my decision not to support your otherwise very worthy project.
    Dec 12, 2018
  • Markus Friedrich
    Markus FriedrichBacker
    Very understandable and crossed my mind for a moment as well. I made the opposite decision thinking that one of the many beauties of this platform is that it allows us to support initiatives that are inspired by the betterment of science, the environment, and humankind, regardless of the broader counterproductive contexts from within which they have to originate, most likely not by choice, and therefore particularly commendable. Glad this got funded. And very much looking forward to the benefits of the approach.
    Jan 11, 2019
  • Sari Sabban
    Sari SabbanResearcher
    Thank you very much for your lovely comment, and thank you for your backing. I will do my best to communicate every step of this project here, to show how we do research and hopefully get people interested in taking up science as a career.
    Jan 12, 2019