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
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Language: Jupyter Notebook
last commit: over 3 years ago
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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 a deep learning model for semantic segmentation using convolutional neural networks. | 609 |
 wuhuikai/fastfcn | Improves semantic segmentation performance by rethinking dilated convolution in the backbone | 840 |
 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. | 1,724 |
 huaifeng1993/dfanet | An implementation of a deep learning model for real-time semantic segmentation | 254 |
 xiaoyufenfei/lednet | A lightweight deep learning framework for real-time semantic segmentation | 513 |
 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 | 187 |
 fyu/dilation | This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation | 781 |
 sacmehta/espnet | A deep learning framework for semantic segmentation on edge devices. | 541 |
 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 | 714 |
 hszhao/semseg | A PyTorch implementation of semantic segmentation models with support for multiprocessing training and various backbones. | 1,343 |