How many dollars are in the sea? Estimating sand dollar (Echinarachnius parma) abundance using an iteratively trained convolutional neural network and generalized additive models

The collection of imagery for population estimation is rapidly increasing. However, the number of images collected often exceeds the capacity to annotate these images manually. An alternative to human annotations is the use of computer vision to automatically count target organisms. Although the abi...

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Үндсэн зохиолчид:	Sara Vanaki, Deborah R. Hart, Jui-Han Chang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2025-12-01
Цуврал:	Ecological Informatics
Нөхцлүүд:	Computer vision Sand dollars Automated annotation Population estimation Human–computer interaction Benthos
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S1574954125003206
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!