Learning Deep Features for Discriminative Localization

In this work, we revisit the global average pooling layer proposed in, and shed light on how it explicitly enables the convolutional neural network (CNN) to have remarkable localization ability despite being trained on imagelevel labels. While this technique was previously proposed as a means for re...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Zhou, Bolei, Khosla, Aditya, Lapedriza Garcia, Agata, Oliva, Aude, Torralba, Antonio
Бусад зохиолчид: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Формат: Өгүүллэг
Хэл сонгох:en_US
Хэвлэсэн: Institute of Electrical and Electronics Engineers (IEEE) 2017
Онлайн хандалт:http://hdl.handle.net/1721.1/112986
https://orcid.org/0000-0002-3570-4396
https://orcid.org/0000-0002-0007-3352
https://orcid.org/0000-0003-4915-0256