Comparison among common backbone networks on the ImageNet-1k dataset.

<p>Comparison among common backbone networks on the ImageNet-1k dataset.</p>

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Bibliographic Details
Main Author:	Zhuolin Yang (14658411) (author)
Other Authors:	Zhen Cao (30837) (author), Jianfang Cao (1881379) (author), Zhiqiang Chen (218692) (author), Cunhe Peng (20454990) (author)
Published:	2024
Subjects:	Medicine Science Policy Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified segmentation effect achieved resulting segmentation accuracy pixel classification process experimental results show deep supervision layers convolutional layer deepens edge segmentation effect spatial detail information edge optimization module category perception module express edge features edge optimization edge features redundant information effective information connect features xlink "> significantly lower proposed method methods fail may cause fully use ecmnet ). different scales different resolutions cityspaces dataset camvid dataset adaptive algorithm
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