DRAGON ML Hackathon: Plant your code is an opportunity to apply your knowledge, acquire new skills and develop solutions in the field of machine learning (ML). Discover the potentials of ML application in precise agriculture through work on crop classification using satellite data with mentors from data science. Great prizes are waiting for you!
Advances in satellite technology allow us to monitor the growth and development of plants in high spatial and temporal resolution. It is these new technologies that create opportunities for the revolutionization of agriculture. However, to fully use the value of such data, we need novel analytical methods.
DRAGON ML Hackathon: Plant Your Code organized by the BioSense Institute, as the coordinator of the H2020 project, DRAGON – Acquisition of skills in the field of data-driven precision agriculture services. Hackathon aims to establish a strong connection between current and future experts dealing with data science and modern agriculture.
Thursday to Saturday, November 25-27th, 2021, participants will work online with their teams with up to 3 members to analyze and address the challenges we have prepared. Crop classification data, which will be made available, include satellite data from the European Space Agency, SoilGrids land data and field data gathered by the BioSense Institute. Then, on Saturday, at the final event, you will present your final solutions and win great prizes.
Mentors from the BioSense Institute, experienced researchers with multidisciplinary knowledge, will provide support to the teams through mentoring sessions, for which a schedule will be set during the hackathon.
The winning teams will be able to further improve their solutions and bring them closer to commercial use through individual consultations with Dr. Oskar Marko, Assistant Director for Innovation and Cooperation with Industry from the Biosense Institute.
We will choose 10 teams to which we will pay our full attention so that they can shine. So, try to include in your application as much detail as possible.
DRAGON project coordinator and Assistant Director for Science, BioSense Institute
Head of Center for Information Technologies and Assistant Director for HR, BioSense Institute
Associate at CIT and expert in remote detection
Assistant Director for Innovation and Cooperation with Industry
Research Associate and expert in signal processing
DRAGON Designer
Image Processing Expert
Image Processing Expert
Signal Processing Expert
Machine Learning Expert
09:30 Hackaton opening
Dr Sanja Brdar Head of CIT, Biosense Institute |
09:40 Microsoft Development Center Serbia
Golden Sponsor Milica Kostić Head of CIT, External Communications & Community Relations Manager |
09:45 "Machine Learning for Agricultural Digital Twins" lecture
Prof dr Ioannis Athanasiadis Wageningen University and Research (WUR), The Netherlands |
10:15 EIT Food - Transformation of the food system
Irina Stokanovic Entrepreneurship Development Coordinator at StartIT |
10:30 Smart Farming and Innovation Brokers- Innovation Support Services for the digital transformation in agriculture
Emilija Oreščanin Assistant Project Manager in Center for innovation and business development, BioSense Institute |
11:00-11:15 Break |
11:15 Task presentation
Dr Marko Panić Research associate at BioSense institute |
11:45 Introduction of the mentors |
12:00 Hackathon START |
14:00-16:00 Mentoring sessions
Branislav Pejak
Expert for image processing Željana Grbović
Expert for image processing Dejan Pavlović
Expert for signal processing Predrag Matavulj Expert for machine learning |
10:00-12:00 Mentoring sessions
Branislav Pejak and Predrag Matavulj Dejan Pavlović and Željana Grbović |
18:00-20:00 mentors will answer questions sent by email |
15:00 Opening of the event |
15:15 Presentation of solutions in 5-minute slots per team |
16:30 Best solutions announcement |
17:00 Closing the event |
All hackathon participants retain intellectual property rights for methods developed and applied during the hackathon. The use of data that will be available for the hackathon, as well as the final results, will be the subject of a Data Confidentiality Agreement that each participant will sign with the BioSense Institute, before the event.
Use of data after hackathon
BioSense retains ownership of the data and any other information and materials made available by the Institute during the hackathon.
Participants will be given the right to further use the data for research purposes following the research plan submitted to the BioSens Institute. Also, participants undertake to inform the BioSense Institute about the research results arising from the data from the hackathon, if they plan to publish the work (s) based on the same data / results.