ShelfNet

Segmentation framework

An implementation of a lightweight semantic segmentation model with real-time performance capabilities

implementation for paper "ShelfNet for fast semantic segmentation"

GitHub

252 stars
19 watching
41 forks
Language: Python
last commit: over 5 years ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
juntang-zhuang/laddernetA deep learning implementation of a multi-path network architecture for medical image segmentation140
zhujun98/semantic_segmentationImplementations of deep learning architectures for semantic segmentation of images in various datasets.6
zijundeng/pytorch-semantic-segmentationProvides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning.1,729
tangzhenyu/semanticsegmentation_dlA collection of resources and implementations for deep learning-based semantic segmentation in computer vision.1,109
msiam/tfsegmentationComparative study of real-time semantic segmentation architectures597
hyeonwoonoh/decouplednetA deep learning framework for semantic segmentation using pre-trained classification networks and heterogeneous annotations74
churuanh0/fastsam_awsome_tensorrtAn implementation of a CNN model optimized for speed and segment anything functionality using the FastSAM design.109
guosheng/refinenetA MATLAB-based framework for semantic image segmentation and dense prediction tasks using multi-path refinement networks.589
wuhuikai/fastfcnA deep learning framework for semantic segmentation tasks841
xiaoyufenfei/lednetA lightweight deep learning framework for real-time semantic segmentation514
tobypde/frrnA software framework for training and evaluating full-resolution residual networks for semantic image segmentation tasks280
hszhao/semsegA PyTorch implementation of semantic segmentation models with support for multiprocessing training and various backbones.1,347
seewalker/tf-pixelwiseA tensorflow implementation of Fully Convolutional Networks For Semantic Segmentation13
huaifeng1993/dfanetAn implementation of a deep learning model for real-time semantic segmentation255
yunlongdong/fcn-pytorchA PyTorch implementation of FCN for semantic segmentation with an easy-to-use interface and pre-trained models.161