README

Awesome Semantic Segmentation

 Networks by architecture
 Semantic segmentation
- U-Net [https://arxiv.org/pdf/1505.04597.pdf] [2015]
	+ https://github.com/zhixuhao/unet [Keras]
	+ https://github.com/jocicmarko/ultrasound-nerve-segmentation [Keras]
	+ https://github.com/EdwardTyantov/ultrasound-nerve-segmentation [Keras]
	+ https://github.com/ZFTurbo/ZF_UNET_224_Pretrained_Model [Keras]
	+ https://github.com/yihui-he/u-net [Keras]
	+ https://github.com/jakeret/tf_unet [Tensorflow]
	+ https://github.com/divamgupta/image-segmentation-keras [Keras]
	+ https://github.com/ZijunDeng/pytorch-semantic-segmentation [PyTorch]
	+ https://github.com/akirasosa/mobile-semantic-segmentation [Keras]
	+ https://github.com/orobix/retina-unet [Keras]
	+ https://github.com/qureai/ultrasound-nerve-segmentation-using-torchnet [Torch]
	+ https://github.com/ternaus/TernausNet [PyTorch]
	+ https://github.com/qubvel/segmentation_models [Keras]
	+ https://github.com/LeeJunHyun/Image_Segmentationu-net [PyTorch]
	+ https://github.com/yassouali/pytorch_segmentation [PyTorch]
	+ https://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/ [Caffe + Matlab]
- SegNet [https://arxiv.org/pdf/1511.00561.pdf] [2016]
	+ https://github.com/alexgkendall/caffe-segnet [Caffe]
	+ https://github.com/developmentseed/caffe/tree/segnet-multi-gpu [Caffe]
	+ https://github.com/preddy5/segnet [Keras]
	+ https://github.com/imlab-uiip/keras-segnet [Keras]
	+ https://github.com/andreaazzini/segnet [Tensorflow]
	+ https://github.com/fedor-chervinskii/segnet-torch [Torch]
	+ https://github.com/0bserver07/Keras-SegNet-Basic [Keras]
	+ https://github.com/tkuanlun350/Tensorflow-SegNet [Tensorflow]
	+ https://github.com/divamgupta/image-segmentation-keras [Keras]
	+ https://github.com/ZijunDeng/pytorch-semantic-segmentation [PyTorch]
	+ https://github.com/chainer/chainercv/tree/master/examples/segnet [Chainer]
	+ https://github.com/ykamikawa/keras-SegNet [Keras]
	+ https://github.com/ykamikawa/tf-keras-SegNet [Keras]
	+ https://github.com/yassouali/pytorch_segmentation [PyTorch]
- DeepLab [https://arxiv.org/pdf/1606.00915.pdf] [2017]
	+ https://bitbucket.org/deeplab/deeplab-public/ [Caffe]
	+ https://bitbucket.org/aquariusjay/deeplab-public-ver2 [Caffe]
	+ https://github.com/TheLegendAli/DeepLab-Context [Caffe]
	+ https://github.com/msracver/Deformable-ConvNets/tree/master/deeplab [MXNet]
	+ https://github.com/DrSleep/tensorflow-deeplab-resnet [Tensorflow]
	+ https://github.com/muyang0320/tensorflow-deeplab-resnet-crf [TensorFlow]
	+ https://github.com/isht7/pytorch-deeplab-resnet [PyTorch]
	+ https://github.com/bermanmaxim/jaccardSegment [PyTorch]
	+ https://github.com/martinkersner/train-DeepLab [Caffe]
	+ https://github.com/chenxi116/TF-deeplab [Tensorflow]
	+ https://github.com/bonlime/keras-deeplab-v3-plus [Keras]
	+ https://github.com/tensorflow/models/tree/master/research/deeplab [Tensorflow]
	+ https://github.com/speedinghzl/pytorch-segmentation-toolbox [PyTorch]
	+ https://github.com/kazuto1011/