Course Material - DigiCrop.Net

DigiCrop.Net

DigiCrop.Net

Course Material

DigiCrop.Net offers an overview over all freely accessible lectures, research talks and courses from its members. Spanning a wide range of topics, these courses and educational material present a chance to learn more about the core topics of the network and provide insight into the underlying methods used by DigiCrop.Net researchers to reach their common goal of transforming crop production using technology-driven approaches.

Online Courses

Advanced Model Specification with LASSO

Hugo Storm (University of Bonn)

Crop Physiology

Andreas Meyer, Gabriel Schaaf, et al. (University of Bonn)

Decision-Making for Autonomous Robots

Marija Popović (University of Bonn)

Machine Learning for all

Christian Bauckhage (University of Bonn and Fraunhofer IAIS)

Machine Learning in Applied Economic Analysis

Thomas Heckelei, Hugo Storm (University of Bon) & Kathy Baylis (UC Santa Barbara)

Mobile Robotics

Cyrill Stachniss (University of Bonn) & Nived Chebrolu (University of Oxford)

Modern C++

Ignacio Vizzo & Cyrill Stachniss (University of Bonn)

Parallel and Scalable Machine Learning for Remote Sensing Big Data

Gabriele Cavallaro (Forschungszentrum Jülich)

Photogrammetric Computer Vision

Cyrill Stachniss (University of Bonn)

Sustainable Soil Management: Soil for Life

Coen J. Ritsema, Michel Riksen, Jerry Maroulis (Wageningen University & Research)

Videos

Introductory Material

5 Minutes with Cyrill

Cyrill Stachniss explains in five minutes key concepts of his research field (robotics, photogrammetry, and computer vision).

Dataset and Software Creation Best Practices

You want to learn about data collection considerations, dataset publication considerations, data/software packaging/preservation, software publication considerations? Then have a look into these best practices.

Illinois FarmBots

The FarmBots enable diverse student-focused projects ranging from sensor data collection to computer vision to plant manipulation with robot arms to IoT programming to weed monitoring to plant biology and many others.

Intro into AI in Agriculture

Get an overview on AI in Agriculture in this online lecture by Matt Hudson.

PhenoRob Interdisciplinary Lecture Series

PILS has an explicit focus on teaching. It is a series of lectures of up to 30 minutes explaining key concepts to people from other fields.

Research Talks

Center for Digital Agriculture Conference 2023

The theme of the 2023 year’s conference was: How Can Digital Agriculture Help Moderate the Impacts of Climate Change?

DigiCrop Conference 2022

The International Conference on Digital Technologies for Sustainable Crop Production (DigiCrop) is the network's flagship conference. Talks by renown experts from the fields of engineering, robotics, computer science, crop sciences, agricultural sciences, phenotyping, and economics have drawn over 1,000 participants.

DigiCrop Conference 2020

950 registered participants from all over the world have taken part in the flagship conference DigiCrop. The 51 video talks and 6 keynotes covered a wide range of different topics.

PhenoRob Seminar Series

PhenoRob constantly invites researchers and industry experts to share their results with the PhenoRob community.

PhenoRob Women in Science Talks

The PhenoRob Women in Science Series present talks from excellent female researchers. See below for videos of these talks.

Miscellaneous

PhenoRob Paper Videos

The PhenoRob paper videos present the most important findings published in high-ranked journals.