Can drones be used to acquire wheat head counts? Episode 8 discusses what UAV imagery can and cannot deliver for this key yield trait.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
Will the Global Wheat algorithms be available in 2021? Episode 7 discusses how the models built during the competition could become tools for breeders and agronomists.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
Episode 6 explains how detecting wheat heads in images turns into head density, one of the key components of wheat yield estimates.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
In episode 5, the team reviews the most effective data preparation and modelling strategies that competitors used to detect wheat heads.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
Episode 4 of the Global Wheat Challenge series covers the Kaggle competition, where data scientists from all over the world competed to detect wheat heads in field images.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
In episode 3, the team describes how the world’s largest set of annotated wheat images was prepared for the wheat head detection competition.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
Episode 2 of the Global Wheat Challenge series looks at how wheat images were gathered from research institutes around the globe to assemble a truly diverse dataset.
Go further with the Global Wheat Head Dataset 2021 paper, the updated version of the dataset behind the competition.
Here is our bespoke image solutions process, and how Hiphen R&D builds a tailored answer to the needs of every agriculture business.
Take a closer look at Cloverfield, our image analytics and online data processing platform, and see how it can amplify your plant phenotyping game.
In this video, our R&D director Joss Gillet presents our vision of agricultural imagery solutions for a better and smarter agriculture.
