a 2017 guide to semantic segmentation with deep learning

paper: http://blog.qure.ai/notes/semantic-segmentation-deep-learning-review

ParseNet: Looking Wider to See Better [ICLR 2016]

paper: https://arxiv.org/pdf/1506.04579.pdf

codes: https://github.com/weiliu89/caffe/tree/fcn

Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes

keywords: Full-Resolution Residual Units (FRRU), Full-Resolution Residual Networks (FRRNs)

arxiv: https://arxiv.org/abs/1611.08323

github(Theano/Lasagne): https://github.com/TobyPDE/FRRN

youtube: https://www.youtube.com/watch?v=PNzQ4PNZSzc

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

project page:https://hszhao.github.io/projects/icnet/

arxiv: https://arxiv.org/abs/1704.08545

github: https://github.com/hszhao/ICNet

video: https://www.youtube.com/watch?v=qWl9idsCuLQ

05-06 04:41