Machine learning: Difference between revisions

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===Phenology Deep Learning Workshop===
===Phenology Deep Learning Workshop===
* [https://docs.google.com/document/d/1iHwuw_UREcvxh5Fh0C-UeefkqOClDOs0Q3LBpEDtPXw/edit?usp=sharing Agenda]
* [https://docs.google.com/document/d/1iHwuw_UREcvxh5Fh0C-UeefkqOClDOs0Q3LBpEDtPXw/edit?usp=sharing Agenda]
===Presentations===
* [[Media:Pl@ntNet_at_iDigBio_phenology_(1).pdf|Alexis Joly]]
* Brian Stucky
* [[Media:White.IDigBio_DL_workshop.pdf|Alex White]]
* Nicky Nicholson
* [[Media:Mazer.iDigBio-Gainesville-011719.compressed.pdf|Susan Mazer]]
* [[Media:Pearson.CAP_DeepLearningWorkshop2.pdf|Katie Pearson]]
* [[Media:Sweeney.Pheno_in_the_Machine_Sweeney_2019.pdf|Patrick Sweeney]]
* [[Media:ImageProcessingPipelineforiDigBioimages.pdf|Renato Figueiredo]]


==Notes documents - Thursday==
==Notes documents - Thursday==
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* [https://docs.google.com/document/d/1Be6uP0pfHtO8RIvpqN_Ypwwnleuk2xpOHGEJL3Z-LWM/edit Summary Round 1]
* [https://docs.google.com/document/d/1Be6uP0pfHtO8RIvpqN_Ypwwnleuk2xpOHGEJL3Z-LWM/edit Summary Round 1]


'''Round Two'''
'''Round Two Assignment: '''
'''From round one, several major topics cut across most of your responses, including standards, scoring, machine learning, Computational power/cyberinfrastructure. Self-select into four groups and outline where we are and where we want to go for these components.'''
'''From round one, several major topics cut across most of your responses, including standards, scoring, machine learning, Computational power/cyberinfrastructure. Self-select into four groups and outline where we are and where we want to go for these components.'''
* [https://docs.google.com/document/d/1B0TObkmaP0gvbOloS1qZHHcsKWQNDDnTS3zQl1VhY8s/edit?usp=sharing Group 5 - Standards]
* [https://docs.google.com/document/d/1B0TObkmaP0gvbOloS1qZHHcsKWQNDDnTS3zQl1VhY8s/edit?usp=sharing Group 5 - Standards]
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==Notes documents - Friday==
==Notes documents - Friday==
'''Round Three Assignment: From our discussions on Day 1, record what you recognize as priority issues that need to be addressed first. Think of this in terms of a project. If funds were available to begin a project, what are the critical outcomes the project should strive to achieve?'''
* [https://docs.google.com/document/d/1MfXrXEMmgkgOH2G7Io7Z6kxx1wIpEiZrXV44ive3Lj8/edit?usp=sharing Burning Issues for Friday]
* [https://docs.google.com/document/d/1MfXrXEMmgkgOH2G7Io7Z6kxx1wIpEiZrXV44ive3Lj8/edit?usp=sharing Burning Issues for Friday]
* [https://docs.google.com/document/d/12FG8KRmVO9J3JrOKtCXPgAWZJwGkI0eq6jBYrIVCqg0/edit?usp=sharing Group 9]
 
* [https://docs.google.com/document/d/1eiQ_ewMoN0CsnR-hWSDOHa83yZD1MI-7WSJKRh-m78c/edit?usp=sharing Group 10]
'''Round Four Assignment: Continuing with our project development scenario, self-select the components you are most interested in and in small groups, begin to add implementation steps to our project, thinking as concretely as possible and making a strong and convincing case for the components you envision.'''
* [https://docs.google.com/document/d/1AI1ox_xrzF_vckcyAXijZ_VBIg3q7Kz0740Xuc3crMA/edit?usp=sharing Group 11]
* [https://docs.google.com/document/d/12FG8KRmVO9J3JrOKtCXPgAWZJwGkI0eq6jBYrIVCqg0/edit?usp=sharing Group 9 - Questions]
* [https://docs.google.com/document/d/1eiQ_ewMoN0CsnR-hWSDOHa83yZD1MI-7WSJKRh-m78c/edit?usp=sharing Group 10 - PPO]
* [https://docs.google.com/document/d/1AI1ox_xrzF_vckcyAXijZ_VBIg3q7Kz0740Xuc3crMA/edit?usp=sharing Group 11 - Adapting tools]
 
 
'''Paper Design'''
* [https://docs.google.com/document/d/1M3OIBDUXIYcsHdfKXT1gzTkKCEg2qSqOw1AIt2WpezA/edit?usp=sharing Outline]
* [https://docs.google.com/document/d/1_yBdP1kqCAtOVQggl3fTCwZpXO3eZqidQIwG_KjcfUs/edit?usp=sharing Group 12]
* [https://docs.google.com/document/d/1_yBdP1kqCAtOVQggl3fTCwZpXO3eZqidQIwG_KjcfUs/edit?usp=sharing Group 12]
* [https://docs.google.com/document/d/1JK9Y3PohiewRG_Cm7dAAqfsA_OTaGwbwfz58QwMn5io/edit?usp=sharing Group 13]
* [https://docs.google.com/document/d/1JK9Y3PohiewRG_Cm7dAAqfsA_OTaGwbwfz58QwMn5io/edit?usp=sharing Group 13]
* [https://docs.google.com/document/d/1ALtkqTx1DqRfa7sEVeJYtVTn7_eSLidBbON_UjzQgzc/edit?usp=sharing Group 14]
* [https://docs.google.com/document/d/1ALtkqTx1DqRfa7sEVeJYtVTn7_eSLidBbON_UjzQgzc/edit?usp=sharing Group 14]
* [https://docs.google.com/document/d/1c8c-uup27sXDwBuvXutPr2J7HMf9eThl7Q4qPjeCNL0/edit?usp=sharing Group 15]
 
 
 
* [https://docs.google.com/document/d/1c8c-uup27sXDwBuvXutPr2J7HMf9eThl7Q4qPjeCNL0/edit?usp=sharing Section 4]
* [https://docs.google.com/document/d/1fw8onMSL8kZqlUsnWgsUxb6VSj_M3vVRnOZH86rnr84/edit?usp=sharing Section 5]
 
==Workshop Participants==
Susan Mazer, University of California, Santa Barbara</p>
<p>Brian Stucky, Florida Museum of Natural History, University of Florida</p>
<p>Katelin "Katie" Pearson, California Polytechnic University, San Luis Obispo</p>
<p>Alex White, Department of Botany / Data Science Lab, Smithsonian Institution</p>
<p>Sylvia Orli, Smithsonian</p>
<p>Patrick Sweeney, Yale Peabody Museum of Natural History</p>
<p>Emily Meineke, Harvard University Herbaria</p>
<p>Charles Davis, Harvard University Herbaria</p>
<p>Ellen Denny, USA-NPN/Univ of AZ</p>
<p>Laura Brenskelle, University of Florida</p>
<p>Nadya Williams, University of California, San Diego</p>
<p>Libby Ellwood, Natural History Museum of Los Angeles</p>
<p>Pierre Bonnet, CIRAD</p>
<p>Alexis Joly, Inria</p>
<p>Hervé Goëau, CIRAD</p>
<p>Titouan Lorieul, Inria / University of Montpellier</p>
<p>Nicky Nicolson, Royal Botanic Gardens, Kew and Dept of Computer Science, Brunel University, London</p>
<p>Katja Seltmann, UC Santa Barbara</p>
<p>Isaac Park, University of California Santa Barbara</p>
<p>Mason Heberling, Carnegie Museum of Natural History</p>
<p>Myla Aronson, Rutgers University</p>
<p>Deborah Paul, Florida State University</p>
<p>Renato Figueiredo, University of Florida</p>
<p>Annika Smith, Florida Museum of Natural History</p>
<p>Pam Soltis, Florida Museum of Natural History</p>
<p>Gil Nelson, Florida Museum of Natural History</p>
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