Animal Species Recognition with Deep Convolutional Neural Networks from Ecological Camera Trap Images.

Binta Islam, Sazida; Valles, Damian; Hibbitts, Toby J; Ryberg, Wade A; Walkup, Danielle K; Forstner, Michael R J

Binta Islam, Sazida; Valles, Damian; Hibbitts, Toby J; Ryberg, Wade A; Walkup, Danielle K; Forstner, Michael R J.

Afiliação

Binta Islam S; Ingram School of Engineering, Texas State University, San Marcos, TX 78666, USA.
Valles D; Ingram School of Engineering, Texas State University, San Marcos, TX 78666, USA.
Hibbitts TJ; Natural Resources Institute, Texas A&M University, College Station, TX 77843, USA.
Ryberg WA; Biodiversity Research and Teaching Collections, Texas A&M University, College Station, TX 77843, USA.
Walkup DK; Natural Resources Institute, Texas A&M University, College Station, TX 77843, USA.
Forstner MRJ; Natural Resources Institute, Texas A&M University, College Station, TX 77843, USA.

Animals (Basel) ; 13(9)2023 May 02.

Article em En | MEDLINE | ID: mdl-37174563

Palavras-chave

camera trap; convolutional neural network; deep learning; endangered species; image augmentation; image classification; lizard; machine learning; snake; toad

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article