Official PyTorch implementation of SegFormer
- semantic-segmentation
- transformer
- ade20k
- cityscapes
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The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
- segmentation
- semantic-segmentation
- cityscapes
- pascal-context
Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes
- deeplabv3plus
- deeplabv3
- pytorch
- pascal-voc
README and scripts for the Cityscapes Dataset
Add bisenetv2. My implementation of BiSeNet
- bisenet
- cityscapes
- pytorch
- cocostuff
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
- cityscape
- semantic-segmentation
- self-attention
- pytorch
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
- pytorch
- semantic-segmentation
- cityscape-dataset
- lednet