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| Session | Date/Time | Location | Title | Type | Authors | Keywords |
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Monday, July 29th |
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| SYM1001 | July 29th 8:15 am | Tucson F/Starr Pass | Introduction to Machine Learning in Plant Biology: Overview, Potential, Challenges
Log in to add this item to your schedule | Symposium Presentation | Zare, Alina. | machine learning
deep learning |
| SYM1002 | July 29th 8:45 am | Tucson F/Starr Pass | Challenges of plant species detection and identification by autonomous robot
Log in to add this item to your schedule | 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 | Tucson F/Starr Pass | Automated visual analysis of Herbarium specimens for phenological data extraction
Log in to add this item to your schedule | 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 |
| July 29th 9:45 am | Tucson F/Starr Pass | Break
Log in to add this item to your schedule | | | |
| SYM1005 | July 29th 10:15 am | Tucson F/Starr Pass | Evaluating geographic patterns of morphological disparity in ferns and lycophytes using deep neural networks
Log in to add this item to your schedule | 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 | Tucson F/Starr Pass | 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 | Symposium Presentation | Stucky, Brian; Guralnick, Robert. | machine learning
Computer vision
Image labeling |
| SYM1007 | July 29th 11:15 am | Tucson F/Starr Pass | Human in the loop machine learning applications in high throughput plant stress phenotyping
Log in to add this item to your schedule | Symposium Presentation | SINGH, ARTI. | phenotyping
deep learning |
