Innovation Capabilities & Products
- Capabilities | Development of Artificial Intelligence applications for fisheries management
Development of Deep Learning algorithms that allow automating fisheries monitoring processes and reducing time and costs compared with processing by human observers. The applications developed range from innovative systems for real-time remote electronic monitoring, which identify and quantify total catches of fishing vessels (e.g., iObserver), to new image recognition techniques that allow individually identifying fish and estimating population parameters.
- Software | MIDER: a toolbox for network inference using mutual information distance and entropy reduction
MIDER (mutual information distance and entropy reduction) is a general purpose software tool for inferring network structures. It has been developed with biological networks in mind but can be applied to other areas.
More information here.
- Capabilities | Development and application of molecular methodologies for the identification and quantification of marine species in environmental samples
Identification of new molecular markers for species identification through Next-Generation Sequencing in environmental DNA samples, with applications for biodiversity monitoring and fisheries stock assessment.