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Top 370 semantic-segmentation open source projects

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

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python shell pytorch image-segmentation semantic-segmentation panoptic-segmentation mmdetection mmsegmentation

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr . a tool to do automatically object segmentation from extreme points.

✭ 24

python shell deep-learning annotation pytorch segmentation semantic-segmentation deeplab grabcut pspnet object-segmentation image2text image-segmantation

multiclass-semantic-segmentation

Experiments with UNET/FPN models and cityscapes/kitti datasets [Pytorch]

✭ 96

python deep-learning torch neural-networks classification unet semantic-segmentation kitti-dataset self-driving cityscapes multiclass feature-pyramid-network pytroch unet-image-segmentation cityscapes-dataset

Code for ECCV 2020 paper (oral): Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation

✭ 151

C++python Cuda CMake matlab Makefile shell semantic-segmentation weakly-supervised-learning co-attention eccv2020 cross-image-semantic-relation

Semantic Segmentation

Semantic Segmentation using Fully Convolutional Neural Network.

✭ 60

python tensorflow semantic-segmentation fully-connected-network

A framework for developing neural network models for 3D image processing.

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Jupyter Notebook python machine-learning tensorflow medical-imaging neuroimaging semantic-segmentation

[ICCVW'21] All you need are a few pixels: semantic segmentation with PixelPick

✭ 59

HTML python deep-learning pytorch semantic-segmentation

ResUNetPlusPlus-with-CRF-and-TTA

ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)

✭ 98

python computer-vision deep-learning tensorflow pytorch medical-imaging segmentation convolutional-neural-networks image-segmentation unet semantic-segmentation unet-image-segmentation pytorch-implementation image-segmantation resunet resunet-architecture

image-segmentation

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

✭ 62

python shell tensorflow keras object-detection unet semantic-segmentation pre-trained instance-segmentation mask-rcnn pspnet pretrained fpn linknet image-segmantation

[MICCAI2022] This is an official PyTorch implementation for A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation

✭ 151

python deep-learning pytorch mri transformer segmentation semantic-segmentation tumor-segmentation pytorch-implementation brats-dataset vision-transformer 3d-medical-imaging-segmentation volumetric-transformer pure-transformer vtunet

361-370 of 370 semantic-segmentation projects