Universidade da Beira Interior (UBI) leads research and education in diverse fields, including robotics, environmental sustainability, renewable energy, and materials science. UBI’s notable projects include ROBOTA-SUDOE, which develops scalable robotic solutions for agricultural applications, and Montanha Viva, focusing on sustainable management and biodiversity in mountain ecosystems. At World FIRA, we present a canopy system with integrated cameras for real-time monitoring and identification of fruits on packaging lines, utilizing computer vision and neural networks to enhance agricultural practices.