Global Wheat Head 2021 (Global Wheat Head Dataset 2021)
Introduced by David et al. in Global Wheat Head Dataset 2021: more diversity to improve the benchmarking of wheat head localization methods
Global WHEAT Dataset 2021 is the extentions of the Global Wheat Dataset 2020. It is the first large-scale dataset for wheat head detection from field optical images. It included a very large range of cultivars from differents continents. Wheat is a staple crop grown all over the world and consequently interest in wheat phenotyping spans the globe. Therefore, it is important that models developed for wheat phenotyping, such as wheat head detection networks, generalize between different growing environments around the world.
Dataset and official splits can be download here
Papers
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