SemanticSegmentation_DL
Semantic Segmentation Frameworks
A collection of resources and implementations for deep learning-based semantic segmentation in computer vision.
Resources of semantic segmantation based on Deep Learning model
1k stars
79 watching
316 forks
Language: Jupyter Notebook
last commit: over 5 years agoLinked from 1 awesome list
mrgloom/awesome-semantic-segmentationRelated projects:
| Repository | Description | Stars |
|---|---|---|
 zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
 tusimple/tusimple-duc | This project presents an approach to improving the performance of convolutional neural networks in semantic segmentation tasks | 613 |
 wuhuikai/fastfcn | A deep learning framework for semantic segmentation tasks | 841 |
 hyeonwoonoh/decouplednet | A deep learning framework for semantic segmentation using pre-trained classification networks and heterogeneous annotations | 74 |
 zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,729 |
 huaifeng1993/dfanet | An implementation of a deep learning model for real-time semantic segmentation | 255 |
 xiaoyufenfei/lednet | A lightweight deep learning framework for real-time semantic segmentation | 514 |
 juntang-zhuang/shelfnet | An implementation of a lightweight semantic segmentation model with real-time performance capabilities | 252 |
 kaixhin/fcn-semantic-segmentation | An implementation of semantic segmentation using fully convolutional networks | 188 |
 fyu/dilation | This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation | 782 |
 sacmehta/espnet | A deep learning framework for semantic segmentation on edge devices. | 542 |
 cvjena/cn24 | A framework for building semantic segmentation models using convolutional patch networks | 123 |
 guosheng/refinenet | A MATLAB-based framework for semantic image segmentation and dense prediction tasks using multi-path refinement networks. | 589 |
 akirasosa/mobile-semantic-segmentation | Real-time semantic segmentation for mobile devices using deep learning and MobileNetV2 architecture | 715 |
 hszhao/semseg | A PyTorch implementation of semantic segmentation models with support for multiprocessing training and various backbones. | 1,347 |