Domain randomization-enhanced deep learning models for bird detection

Abstract Automatic bird detection in ornithological analyses is limited by the accuracy of existing models, due to the lack of training data and the difficulties in extracting the fine-grained features required to distinguish bird species. Here we apply the domain randomization strategy to enhance t...

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Autores principales: Xin Mao, Jun Kang Chow, Pin Siang Tan, Kuan-fu Liu, Jimmy Wu, Zhaoyu Su, Ye Hur Cheong, Ghee Leng Ooi, Chun Chiu Pang, Yu-Hsing Wang
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/d86c15a5955843a886c09d5595dd32d7
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