Digital classification of beef
Reference number | |
Coordinator | EUROP System of Sweden AB - Patronen Workspace |
Funding from Vinnova | SEK 869 548 |
Project duration | June 2021 - November 2023 |
Status | Completed |
Venture | Innovative Startups |
Call | Innovative Startups step 2 spring 2021 |
Important results from the project
In Sweden and within EU all beef is classified according to the EU´s official classification system - EUROP. It is also used as a basis for payment for the meat. Today, the classification is done manually at the slaughterhouses with specially trained personnel under the control of The Swedish Board of Agriculture. Our project has developed a product for digital automation of the classification process. The method is based on camera technology, image processing and artificial intelligence (AI). The system reduces the need for visual inspection and increases objectivity in classification of the usability of the meat.
Expected long term effects
The tested equipment works well. The image quality of captured images works well. The imaging process has been refined during the project. Storage and sorting of the images has been quality assured. The images maintain a sufficiently high image quality without the large amounts of data inhibiting data transfer or the AI analysis. In order to ensure the quality of the more uncommon classification groups E and P-, the system will need to be further developed when more images of these are collected.
Approach and implementation
The project has had to be adapted to circumstances such as a pandemic and modification of image exposure to gather sufficient data for an AI training. After AI training, we can state that the system works and can be calibrated further with reasonable efforts to achieve the authorities´ eligibility requirements for quality assurance.