Bayer AG

Bayer AG

Bayer AG

Crop Science

Crop Science

Crop Science

Mobile Robot for Plant Image Capture

Mobile Robot for Plant Image Capture

Development of a robotic platform that autonomously collects image data from plant leaves in a greenhouse. The system supports experiments to develop new insecticides by recording high-resolution videos to document the influence of different active ingredients on plants and insects.

Development of a robotic platform that autonomously collects image data from plant leaves in a greenhouse. The system supports experiments to develop new insecticides by recording high-resolution videos to document the influence of different active ingredients on plants and insects.

7 d/w

Availability

3000

Plants per day / robot

150.000€

Yearly savings per robot

Photo of Hamza as a music producer
Photo of Hamza as a music producer
Photo of Hamza as a music producer

Customer's Problem

Bayer needed a reliable method to document the effectiveness of new insecticides. Manual image capture had previously only been carried out at the end of an experiment, meaning that no continuous data on the effect over time was available. In addition, documentation also had to be carried out on weekends, which, due to collective bargaining regulations, could only be done by expensive, non-union employees. This led to high costs and inefficient data collection. An automated solution was required to optimize the process and generate objective, time-differentiated data.

Our solution

We have developed a mobile robot platform that navigates autonomously through the greenhouse, including opening and closing sliding doors. The robot recognizes individual plants and their surroundings and uses a robot-assisted camera arm to precisely film leaves from above and below - without touching the plants. An intelligent workflow enables continuous data collection: point cloud analysis determines the leaf position, depth image segmentation creates an exact 3D representation, and an optimized motion planner ensures efficient camera control. This enabled us to realize automated, seamless documentation that enables Bayer to continuously analyze the insecticide effect.

Photo of Hamza as a music producer
Photo of Hamza as a music producer
Photo of Hamza as a music producer

Start your journey into the future with us now.

Start your journey into the future with us now.

Start your journey into the future with us now.