Semantic Segmentation

Paper Review

ThiNet: Pruning CNN Filters for a Tinner Net (IEEE TPAMI2018)

안녕하세요. 오늘은 IEEE TPAMI2018에 게재승인된 모델 경량화 관련 모델인 ThiNet에 대해서 소개하도록 하겠습니다.   ThiNet: Pruning CNN Filters for a Thinner NetThis paper aims at accelerating and compressing deep neural networks to deploy CNN models into small devices like mobile phones or embedded gadgets. We focus on filter level pruning, i.e., the whole filter will be discarded if it is less important. An effeieeexplore.ieee.org  Ba..

Paper Review

Deformable Convolutional Networks (ICCV2017)

안녕하세요. 오늘은 ICCV2017에 게재된 Deformable Convolution이라는 논문을 소개하도록 하겠습니다.   Deformable Convolutional NetworksConvolutional neural networks (CNNs) are inherently limited to model geometric transformations due to the fixed geometric structures in its building modules. In this work, we introduce two new modules to enhance the transformation modeling capacity of CNNsarxiv.org Background최근 컴퓨터 비전 기술은 객체 인식..

Johns Hohns
'Semantic Segmentation' 태그의 글 목록