Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation
DRS Official pytorch implementation of our paper: Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation [Paper], Beomyoung Kim, Sangeun Han, and Junmo Kim, AAAI 2021 We propose the discriminative region suppression (DRS) module that is a simple yet effective method to expand object activation regions. DRS suppresses the attention on discriminative regions and spreads it to adjacent non-discriminative regions, generating dense localization maps. [2021.06.10] we support DeepLab-V3 segmentation network! Setup Dataset Preparing # dataset structure VOC2012/ — Annotations/ — ImageSets/ — […]
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