Order | Date/Time | Title | Section/Topic | Type | Authors | Keywords |
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SYM1001 | July 29th 8:15 am | Introduction to Machine Learning in Plant Biology: Overview, Potential, Challenges Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | Symposium Presentation | Zare, Alina. | machine learning deep learning |
SYM1002 | July 29th 8:45 am | Challenges of plant species detection and identification by autonomous robot Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | Symposium Presentation | Bonnet, Pierre; Adan, Mora-Fallas; Mata-Montero, Erick; Hervé, Goëau; Alexis, Joly. | deep learning Instance detection plant identification Plant detection Weed control agricultural robot |
SYM1003 | July 29th 9:15 am | Automated visual analysis of Herbarium specimens for phenological data extraction Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | Symposium Presentation | Mata-Montero, Erick; Mora-Fallas, Adan; Goëau, Hervé; Bonnet, Pierre; Joly, Alexis. | deep learning machine learning convolutional neural network herbarium data natural history collections |
SYM1004 | July 29th 9:45 am | Break Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | | | |
SYM1005 | July 29th 10:15 am | Evaluating geographic patterns of morphological disparity in ferns and lycophytes using deep neural networks Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | Symposium Presentation | White, Alex; Trizna, Micheal; Frandsen, Paul; Dorr, Laurence; Dikow, Rebecca; Schuettpelz, Eric. | machine learning morphological disparity biogeography ferns latitudinal diversity gradient |
SYM1006 | July 29th 10:45 am | Methods, New Software Tools, and Best Practices for Developing High-quality Training Data for Machine Learning-based Image Analysis in Biodiversity Research Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | Symposium Presentation | Stucky, Brian; Guralnick, Robert. | machine learning Computer vision Image labeling |
SYM1007 | July 29th 11:15 am | Human in the loop machine learning applications in high throughput plant stress phenotyping Log in to add this item to your schedule | The Potential of Machine Learning for Plant Biology | Symposium Presentation | SINGH, ARTI. | phenotyping deep learning |