work packages

figure5

The diagram below provides an overview of the various project work packages (WPs) and how they inter-relate.

WP1 and WP2 capture human visual search behaviour through eye-tracking and develop supervised learning frameworks that underpin the creation of holistic, human-like machine assessment models. WP3 and WP4 develop and refine four spatiotemporal AI body-language models and rigorously evaluate their ability to classify animal emotional states across controlled variations in valence and arousal. WP5 to WP8 support large-scale data management, project coordination, ethical and societal engagement, and dissemination, ensuring that the technical advances are robust, ethically grounded, and effectively communicated to citizens, farmers, experts, and policy stakeholders.