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Comparing Class-Aware and Pairwise Loss Functions for Deep Metric Learning in Wildlife Re-Identification †

Similarity learning using deep convolutional neural networks has been applied extensively in solving computer vision problems. This attraction is supported by its success in one-shot and zero-shot classification applications. The advances in similarity learning are essential for smaller datasets or...

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Detalles Bibliográficos
Autores principales: Dlamini, Nkosikhona, van Zyl, Terence L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8472616/
https://www.ncbi.nlm.nih.gov/pubmed/34577319
http://dx.doi.org/10.3390/s21186109

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