Kognitive Systeme

FarmingIOS

FarmingIOS is a combined project of the universities Tübingen and Hohenheim, as well as the companies LuxFlux and InMach. The goal is to research and demonstrate the applicability of a sensor system that, using multi- or hyperspectral images of plants, can detect infestation and illness.

 

The project was brought to a successful end in March 2021.

 

 

The basic idea of the project. A drone flies a hyperspectral camera over a field, which can detect plant infestations and illness. A map where to apply pesticides is sent to the ground vehicle, which automatically takes care of the issue.
Left: pseudo-RGB of a multispectral plant in a laboratory environment, with added labels on top (white for background, green for healthy, red for ill). Right: a neural network predicts the labels for every pixel in the image.
A predicted image of a soy field, measured and stitched together from images taken in 10m height.