Catalogue of Services

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Validation of irrigation AI models through soil samples

University of Cordoba

This service involves the validation of irrigation optimization systems using intelligent irrigation technologies available on the farm. It includes physicochemical parameters of the soil, variable distribution of water and supplies. Observations are systematic and cover different conditions and crops to verify model accuracy and the effectiveness of site-specific input distribution.

Collection of test data

Data analysis

Performance evaluation

Test design

Test execution

Test setup

Validation of reliability and detection of hallucinations in virtual assistants

University of Cordoba

Validation of the reliability of virtual assistants with a focus on detecting "hallucinations" (incorrect or inconsistent responses generated by the system). The analysis will assess the usefulness and accuracy of responses. Opportunities for improvement in efficiency and usability will also be identified.

Collection of test data

Data analysis

Performance evaluation

Test design

Test execution

Test setup

Validation of robotic systems and algorithms

Wageningen Research - WR

End-users like to see an objective validation of a technology in terms of added value (costs vs. benefits), technical specifications (accuracy, capacity, power requirements, etc.), and user acceptance (ease of use, gain, and joy of working with the technology). At Wageningen Research - Field Crops, we can validate your solution according to the agrifoodTEF protocols and deliver you a WUR white report on your technology.

Performance evaluation

Validation of sensors and decision support systems for crop production under real work conditions

RISE - Research Institutes of Sweden

The specialised service permits evaluating customer innovations in real-world Nordic. The RISE team focuses on evaluating AI and robotic solutions tailored for agriculture, ensuring the customer’s crop production sensors and decision support systems are rigorously tested. The service evaluates the innovation comprehensively, offering valuable insights for refinement and adaptation to ensure optimal performance and enhance market readiness. By customising testing procedures to the specific innovation, the service can deliver clear, data-driven feedback that helps customers scale up more efficiently. As an illustration, if the customer has developed an AI-driven crop monitoring system, the service will test its performance in various Nordic climates, ensuring it meets the needs of local farmers. Similarly, robotic harvesters can be evaluated for efficiency and safety in real-world conditions. Whether the aim is to validate, enhance, or introduce an innovation, the service’s practical approach equips customers with the knowledge and confidence to succeed in markets that are ready for change.

Collection of test data

Performance evaluation

Test design

Test execution

Test setup

Validation of Smart Irrigation Technologies

This service offers agrotech companies the opportunity to test and validate the results of smart irrigation technologies in real farming environments. The service includes installing the technology on-site and monitoring its performance under real-world conditions. Metrics such as water usage, crop yield, and system efficiency are analysed to provide a comprehensive validation of the technology's impact. This hands-on evaluation ensures that companies can implement these systems with confidence, knowing their effectiveness in the field.

Collection of test data

Performance evaluation

Test execution

Validation of UAV solutions for crop production under real work conditions

RISE - Research Institutes of Sweden

The service provides essential real-world testing for UAV (Unmanned Aerial Vehicle) innovations in agriculture, helping customers understand how UAV solutions perform in actual farming conditions, specifically in diverse Nordic climates. By assessing UAV's effectiveness, the service provides valuable insight that can be used to refine and adapt the innovation, ensuring the product is market-ready and meets the specific needs of the agricultural sector. The service’s practical approach delivers detailed feedback and data-driven recommendations, helping the customer enhance product performance.

Collection of test data

Performance evaluation

Test design

Test execution

Test setup

Validation of work result under real conditions crop production robotics

Research Institutes of Sweden

Location

Sweden

Arable farming

Evaluate your agrifood innovation in authentic Nordic conditions with our personalized service. We assess your product through the lens of potential customers, providing valuable insights for refinement and adaptation. By tailoring the testing process to your specific innovation, we deliver clear, data-driven feedback to help you scale effectively. Whether your goal is to validate, enhance, or launch your innovation, our hands-on approach equips you with the knowledge and confidence you need to succeed. Partner with us to ensure your innovation thrives in a market poised for change.

Ready to turn your idea into a market-ready solution? Let’s collaborate to make it a reality!

Collection of test data

Performance evaluation

Test design

Test setup

Test execution

Validation of Yield Estimation based on Computer Vision

Universitat de Lleida

Validation of fruit detections, diameter estimation, and yield estimates using artificial intelligence, in particular computer vision techniques.

The service will help the solution provider check its performance using reference datasets or experiments conducted in testing fields. The service might also include the generation of reference datasets and expected detection, diameter measures, or yield values, which can be used both for validation and training of the artificial intelligence solution based on computer vision.

AI model training

Collection of test data

Performance evaluation

Test design

Test execution

Test setup

Valorisation of data and assessment of data space integration

Fondazione Bruno Kessler

Analysis of collected data in the context of AI agriculture product or service development and opportunities for data-value extraction via integration within the AgrifoodTEF DataSpace. We can help customers understand the value of their data (monetary and not monetary) and channels to offer it to potential users/buyers. By analysing the offer and demand in relevant Data Spaces, we suggest the optimal way to describe metadata and adopt the right technology implementations to make data visible, ensuring data owners never lose control of who accesses their data. The services include consulting customers on the enrichment of their data system to adopt data sovereignty and trust solutions that make them contribute to and be part of the European data space strategy.

Data analysis

Data augmentation

Viticulture expertise for data collection on AI issues

Institut Français de la Vigne et du Vin - IFV

Location

France

Viticulture

IFV has national French experts that cover all the fields from vine plant grafting to wine bottling, including crop protection, agronomy, and machinery. If you think of a use case with added value brought by AI, contact us to define the best way to collect quality data in the vineyard or in the cellar. We will guide you through the data collection process, finding the best places and the right moment.

Collection of test data

Data augmentation