Project description
Detection algorithms for precision agriculture services
Accurate field boundaries and seeded acres are instrumental in precision agriculture services. However, inaccurate cadastral field boundary data lead to wrong critical decisions affecting the entire agricultural value chain. Norwegian start-up DigiFarm has developed a deep-resolution algorithm for Sentinel 2 imagery to increase image resolution by 10x, combined with a deep neural network model that automatically detects field boundaries and seeded acres to power precision agriculture. The EIC-funded CropCloud project will exploit the latest advancements in AI technology and super-resolution of satellite data to improve detection algorithms to achieve greater accuracy than the human eye, resulting in about 15 % higher accuracy than existing solutions.
Objective
DigiFarm detects the worlds most accurate field boundaries and seeded acres to power precision agriculture. Leveraging the latest advancements in Artificial Intelligence technology and super-resolution of Satellite data, our object detection algorithm achieves higher accuracy than the human eye, resulting in 12-15% higher accuracy than existing solutions.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- engineering and technology mechanical engineering vehicle engineering aerospace engineering satellite technology
- natural sciences physical sciences optics microscopy super resolution microscopy
- agricultural sciences agriculture, forestry, and fisheries agriculture
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Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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HORIZON.3.1 - The European Innovation Council (EIC)
MAIN PROGRAMME
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HORIZON.3.1.2 - The Accelerator
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Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
HORIZON-EIC-ACC-BF - HORIZON EIC Accelerator Blended Finance
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) HORIZON-EIC-2021-ACCELERATOROPEN-01
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Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.
2317 Hamar
Norway
The organization defined itself as SME (small and medium-sized enterprise) at the time the Grant Agreement was signed.
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.