Combating Label Noise in Image Data Using MultiNET Flexible Confident Learning

Deep neural networks (DNNs) have been used successfully for many image classification problems. One of the most important factors that determines the final efficiency of a DNN is the correct construction of the training set. Erroneously labeled training images can degrade the final accuracy and addi...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Adam Popowicz, Krystian Radlak, Slawomir Lasota, Karolina Szczepankiewicz, Michal Szczepankiewicz
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2022-07-01
Цуврал:	Applied Sciences
Нөхцлүүд:	image classification label noise deep neural networks
Онлайн хандалт:	https://www.mdpi.com/2076-3417/12/14/6842
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!