Plant Phenomics / 2021 / Article / Tab 1

Database/Software Article

Global Wheat Head Detection 2021: An Improved Dataset for Benchmarking Wheat Head Detection Methods

Table 1

The subdatasets for GWHD_2020 and GWHD_2021. The column “2020 name” indicates the name given to the subdatasets for GWHD_2020, which were split into several new subdatasets.

GWHD_2021 subdataset nameGWHD_2020 subdataset nameOwnerCountryLocationAcquisition datePlatformDevelopment stageNumber of imagesNumber of wheat head

Ethz_1ethz_1ETHZSwitzerlandUsask06/06/2018SpidercamFilling74749603
Rres_1rres_1RothamstedUKRothamsted13/07/2015GantryFilling-ripening43219210
ULiège-GxABT_1Uliège/GemblouxBelgiumGembloux28/07/2020CartRipening301847
NMBU_1NMBUNorwayNMBU24/07/2020CartFilling827345
NMBU_2NMBUNorwayNMBU07/08/2020CartRipening985211
Arvalis_1arvalis_1ArvalisFranceGréoux02/06/2018HandheldPostflowering662935
Arvalis_2arvalis_1ArvalisFranceGréoux16/06/2018HandheldFilling40121003
Arvalis_3arvalis_1ArvalisFranceGréoux07/2018HandheldFilling-ripening58821893
Arvalis_4arvalis_2ArvalisFranceGréoux27/05/2019HandheldFilling2044270
Arvalis_5arvalis_3ArvalisFranceVLB06/06/2019HandheldFilling4488180
Arvalis_6arvalis_3ArvalisFranceVSC26/06/2019HandheldFilling-ripening1608698
Arvalis_7ArvalisFranceVLB06/2019HandheldFilling-ripening241247
Arvalis_8ArvalisFranceVLB06/2019HandheldFilling-ripening201062
Arvalis_9ArvalisFranceVLB06/2020HandheldRipening321894
Arvalis_10ArvalisFranceMons10/06/2020HandheldFilling601563
Arvalis_11ArvalisFranceVLB18/06/2020HandheldFilling602818
Arvalis_12ArvalisFranceGréoux15/06/2020HandheldFilling291277
Inrae_1inrae_1INRAeFranceToulouse28/05/2019HandheldFilling-ripening1763634
Usask_1usask_1USaskatchewanCanadaSaskatchewan06/06/2018TractorFilling-ripening2005985
KSU_1Kansas State UniversityUSKSU19/05/2016TractorPostflowering1006435
KSU_2Kansas State UniversityUSKSU12/05/2017TractorPostflowering1005302
KSU_3Kansas State UniversityUSKSU25/05/2017TractorFilling955217
KSU_4Kansas State UniversityUSKSU25/05/2017TractorRipening603285
Terraref_1TERRA-REF projectUSMaricopa, AZ02/04/2020GantryRipening1443360
Terraref_2TERRA-REF projectUSMaricopa, AZ20/03/2020GantryFilling1061274
CIMMYT_1CIMMYTMexicoCiudad Obregon24/03/2020CartPostflowering692843
CIMMYT_2CIMMYTMexicoCiudad Obregon19/03/2020CartPostflowering772771
CIMMYT_3CIMMYTMexicoCiudad Obregon23/03/2020CartPostflowering601561
Utokyo_1utokyo_1UTokyoJapanNARO-Tsukuba22/05/2018CartRipening53814185
Utokyo_2utokyo_1UTokyoJapanNARO-Tsukuba22/05/2018CartRipening45613010
Utokyo_3utokyo_2UTokyoJapanNARO-HokkaidoMulti-yearsHandheldMultiple1203085
Ukyoto_1UKyotoJapanKyoto30/04/2020HandheldPostflowering602670
NAU_1NAU_1NAUChinaBaiman.aHandheldPostflowering201240
NAU_2NAUChinaBaima02/05/2020CartPostflowering1004918
NAU_3NAUChinaBaima09/05/2020CartFilling1004596
UQ_1uq_1UQueenslandAustraliaGatton12/08/2015TractorPostflowering22640
UQ_2uq_1UQueenslandAustraliaGatton08/09/2015TractorPostflowering1639
UQ_3uq_1UQueenslandAustraliaGatton15/09/2015TractorFilling14297
UQ_4uq_1UQueenslandAustraliaGatton01/10/2015TractorFilling301039
UQ_5uq_1UQueenslandAustraliaGatton09/10/2015TractorFilling-ripening303680
UQ_6uq_1UQueenslandAustraliaGatton14/10/2015TractorFilling-ripening301147
UQ_7UQueenslandAustraliaGatton06/10/2020HandheldRipening171335
UQ_8UQueenslandAustraliaMcAllister09/10/2020HandheldRipening414835
UQ_9UQueenslandAustraliaBrookstead16/10/2020HandheldFilling-ripening332886
UQ_10UQueenslandAustraliaGatton22/09/2020HandheldFilling-ripening538629
UQ_11UQueenslandAustraliaGatton31/08/2020HandheldPostflowering424345
ARC_1ARCSudanWad Medani03/2021HandheldFilling30888
Total6515275187

VLB: Villiers le Bâcle; VSC: Villers-Saint-Christophe. Utokyo_1 and Utokyo_2 were taken at the same location with different sensors. Utokyo_3 is a special subdataset made from images coming from a large variety of farmers in Hokaido between 2016 and 2019. Italic: Europe: bold: North America; underline: Asia; bold italic: Oceania; bold underline: Africa.