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This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
TensorFlow-based implementation of "ICNet for Real-Time Semantic Segmentation on High-Resolution Images".
TensorFlow-based implementation of "Pyramid Scene Parsing Network".
SOTA Semantic Segmentation Models in PyTorch
[Preprint] SeMask: Semantically Masked Transformers for Semantic Segmentation.
Indoor segmentation for robot navigating, which is based on deeplab model in TensorFlow.
Semantic segmentation task for ADE20k & cityscapse dataset, based on several models.
PSPNet in Chainer
Semantic Segmentation using Tensorflow on popular Datasets like Ade20k, Camvid, Coco, PascalVoc
Switchable Normalization for semantic image segmentation and scene parsing.
This is an official implementation for "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias", "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond".
Semantic Segmentation PyTorch code for our paper: Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
Dynamic Multi-scale Filters for Semantic Segmentation (DMNet ICCV'2019)
indoor segmentation - indoor semantic segmentation Android using Deeplabv3 MobileNetV2 trained with ADE20K dataset
Adaptive Pyramid Context Network for Semantic Segmentation (APCNet CVPR'2019)
pytorch implementation of graph convolutions for semantic segmentation on ADE20K dataset
Lite-HRNet: A Lightweight High-Resolution Network
Implementation of a wall segmentation algorithm in PyTorch.
Python scripts performing on devive semantic segmentation using the TopFormer model in depthai.
Python scripts performing semantic segmentation using the TopFormer model in ONNX.
PSPNet in Tensorflow 2 with pretrained weights for ADE20k, CityScapes and VOC2012
This is an official implementation for "Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation".
The code of Switchable Normalization for semantic image segmentation
DilatedNet and SegNet in Torch7