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System OdpĘdzajĄcy Ptaki Oparty Na Sztucznej Inteligencji
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ISBN10: 6630424247
ISBN13: 9786630424249
Publisher: Wydawnictwo Nasza Wiedza
Pages: 76
Weight: 0.25
Height: 0.18 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786630424249
Publisher: Wydawnictwo Nasza Wiedza
Pages: 76
Weight: 0.25
Height: 0.18 Width: 6.00 Depth: 9.00
Language: Polish
Wplyw ptaków na obszary rolnicze i przemyslowe powoduje na calym świecie znaczne straty plonów oraz problemy związane z utrzymaniem terenów. Tradycyjne metody odstraszania, takie jak strachy na wróble, taśmy odblaskowe i nadajniki ultradźwięków, często tracą na skuteczności z powodu przyzwyczajenia się ptaków. Aby przezwyciężyc te ograniczenia, w niniejszej publikacji przedstawiono system odstraszania ptaków wykorzystujący uczenie maszynowe (ML) oraz Internet rzeczy (IoT). Proponowany system wykorzystuje komputer Raspberry Pi zintegrowany z kamerą internetową zamontowaną na serwomotorze o zakresie obrotu 180 , co pozwala na ciągle monitorowanie otoczenia. Dzięki zastosowaniu lekkiego modelu konwolucyjnej sieci neuronowej (CNN) przechwycony strumień wideo jest przetwarzany w czasie rzeczywistym w celu wykrycia obecności ptaków. Po wykryciu ptaków uruchamiany jest wzmacniacz sterowany przez sterownik silnika oraz glośnik, które emitują sygnaly dźwiękowe odwracające uwagę ptaków i odstraszające je z chronionej strefy. Ponadto system może rejestrowac zdarzenia wykrycia i wysylac powiadomienia przez Wi-Fi w celu zdalnego monitorowania.
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