Testing of AI solutions for crop protection

Provide support for improving existing models/algorithms/software through on-field data acquisition and online learning, e.g., for crop protection against agents and pests.

Interested in this service? Contact us at agrifoodtef@pit.lukasiewicz.gov.pl
 

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Overview

Provide support for improving existing models/algorithms/software through on-field data acquisition and online learning, e.g., for crop protection against agents and pests. Customers equipped with AI-based solutions will receive support and knowledge transfer enabling solution improvement. The customer will receive access to the physical infrastructure for iterative solution tests and improvements.

More about the service

How can the service help you?

With this service we can address specific needs for the improvement of existing AI solutions arising in application to the demanding real-world problems of specific crop protection (e.g., assessment of vegetation process or potential pest infection, application of adequate preventive measures) through acquisition of domain-specific datasets and using them to train or fine-tune existing AI models, as well as providing access to the infrastructure allowing us to test the specific developed solutions.

How the service will be delivered

The duration and details of the service delivery can be adjusted according to the characteristics of a problem at hand and specific customer needs. The service can be delivered at any time suitable in the context of the processes involved, e.g., vegetation periods. It might be executed remotely, when involving only improvement of AI models not requiring physical work, or on-site when involving on-field data acquisition or testing using physical infrastructure. The customer will receive the improved solution together with detailed documentation and a report. The customer needs to provide the solution to be improved.

Service customisation

The specific range and details of possible actions performed within this service can be customised flexibly depending on the technology involved and according to the customer needs.
Sector
Arable farming
Food processing
Greenhouse
Horticulture
Tree Crops
Viticulture
Test type
Software or AI model
Type of service
AI model training
Collection of test data
Data augmentation
Performance evaluation
Provision of datasets
Country of delivery
Country of delivery: Poland
At user's premises At user's premises
Remote Remote
Service provider(s):
  • Lukasiewicz Poznanski Instytut Technologiczny (L-PIT)
    Poland
    | Website
WHAT WE DELIVERED

Success stories

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