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- Deep learning method to identify fire ignitionsPublication . Mendes, João; Brito, Thadeu; Pereira, Ana I.; Lima, JoséThe SAFe project aims to create and implement a set of innovative operations that minimize the time of forest ignitions identification contributing to the development of the Trás-os-Montes region. Thus, it is intended to locate a set of sensors in the forest, data information will be collected, and the artificial intelligence algorithm Deep Learning will be applied to achieve the intended end. Numerical results demonstrated the approach reliability.
- Artificial intelligence to identify olive-tree cultivarsPublication . Mendes, João; Lima, José; Costa, Lino; Pereira, Ana I.The exponential advance in artificial intelligence techniques makes it possible to apply them to previously thought to be impossible sectors. In this work, a different approach is presented to identify the different varieties of olive trees present in the olive groves of Portugal. Using its leaves and deep learning algorithms necessary for its classification, the proposed system can perform a reliable, low-cost, and real-time identification of the olive trees.