#Current projects (GWFSS)
Deep learning methods for image processing are rapidly advancing and imaging techniques have become a standard for classification and quantification in agriculture. However, agricultural datasets assembled by domain experts are still comparably small. The global wheat consortium brings together this domain knowledge to assemble a large training set. We aim is to define a balanced dataset for training and validation containing the most relevant features observable for field-grown wheat. Image information will be enhanced by metadata, such as the developmental stage, genotype or agricultural treatment.
Contributed images fulfil the following conditions:
#Our Sponsors
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firstName | lastName | OrganzationName | roleInGW |
Benoît | De Solan | Arvalis | contributor |
Lucas | Bernigaud Samatan | Arvalis | Lead labelling |
Francisco | Pinto Espinosa | CIMMYT | contributor |
Sebastien | Dandrifosse | CRA wallonie | contributor |
Andreas | Hund | ETHZ | Project lead |
Jonas | Anderegg | ETHZ | contributor |
Norbert | Kirchgessner | ETHZ | contributor |
Radek | Zenkl | ETHZ | CVAT administrator, lead tagging |
Alexis | Comar | HIPHEN | contributor |
Kamran | Irfan | HIPHEN | contributor |
Andrea | Visioni | ICARDA | contributor |
Raul | Lopez-Lozano | INRAe | contributor |
Etienne | David | INRAE | alumni |
Frederic | Baret | INRAE | emeritus |
Marie | Weiss | INRAE | contributor |
Marie-Pia | D'argaignon | INRAE | contributor |
Simon | Madec | INRAE | alumni |
Malcolm | Hawkesford | Rothamsted | contributor |
Nicolas | Virlet | Rothamsted | contributor |
Latifa | Greche | Rothamsted | contributor |
Benoît | Mercatoris | U. Liege | contributor |
Benjamin | Dumont | U. Liege | contributor |
Alexis | Carlier | U. Liege | contributor |
Scott | Chapman | U. Queensland | contributor |
Zhi | Chen | U. Queensland | contributor |
Ian | Stavness | U. Saskatchewan | Competition management |
Wei | Guo | U. Tokyo | Website management |
Haozhou | Wang | U. Tokyo | Website management |
Shouyang | Liu | NAU | contributor |
Kersin | Neumann | IPK | contributor |
Evgeny | Gladilin | IPK | contributor |
Ingo | Mücke | IPK | contributor |