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Sistema de Afastamento de Aves Baseado Em Ia
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ISBN10: 6630426800
ISBN13: 9786630426809
Publisher: Edicoes Nosso Conhecimento
Pages: 72
Weight: 0.24
Height: 0.17 Width: 6.00 Depth: 9.00
Language: Portuguese
ISBN13: 9786630426809
Publisher: Edicoes Nosso Conhecimento
Pages: 72
Weight: 0.24
Height: 0.17 Width: 6.00 Depth: 9.00
Language: Portuguese
A interferência das aves em áreas agrÃcolas e industriais causa perdas consideráveis de rendimento e problemas de manutenção em todo o mundo. As técnicas dissuasoras convencionais, como espantalhos, fitas refletoras e emissores de ultrassons, perdem frequentemente a sua eficácia devido à habituação das aves. Para superar estas limitações, este livro apresenta um sistema repelente de aves que utiliza Aprendizagem Automática (ML) e a Internet das Coisas (IoT). O sistema proposto utiliza um Raspberry Pi integrado com uma câmara web montada num servomotor de 180 para monitorizar continuamente o ambiente circundante. Através de um modelo leve de rede neural convolucional (CNN), o fluxo de vÃdeo capturado é processado em tempo real para detetar a presença de aves. Após a deteção, um amplificador e um altifalante controlados por um controlador de motor são acionados para emitir sinais de áudio perturbadores que afastam as aves da zona protegida. Além disso, o sistema pode registar eventos de deteção e enviar notificações através de Wi-Fi para monitorização remota.
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