LEDNet
Semantic Segmentation Framework
A lightweight deep learning framework for real-time semantic segmentation
LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation
513 stars
24 watching
79 forks
Language: Python
last commit: almost 4 years ago
Linked from 1 awesome list
cityscape-datasetcomputer-visionlednetpytorchreal-timesemantic-segmentation
ly0n/awesome-robotic-toolingRelated projects:
| Repository | Description | Stars |
|---|---|---|
 zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
 linksense/lightnet | Research into efficient neural networks for semantic image segmentation in autonomous driving applications | 719 |
 tramac/lightweight-segmentation | Provides implementations of lightweight neural network models for real-time semantic segmentation. | 356 |
 hyeonwoonoh/decouplednet | A deep learning framework for semantic segmentation using pre-trained classification networks and heterogeneous annotations | 74 |
 akirasosa/mobile-semantic-segmentation | Real-time semantic segmentation for mobile devices using deep learning and MobileNetV2 architecture | 715 |
 huaifeng1993/dfanet | An implementation of a deep learning model for real-time semantic segmentation | 254 |
 tangzhenyu/semanticsegmentation_dl | A collection of resources and implementations for deep learning-based semantic segmentation in computer vision. | 1,109 |
 tusimple/tusimple-duc | This project presents a deep learning model for semantic segmentation using convolutional neural networks. | 609 |
 timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 584 |
 sacmehta/espnet | A deep learning framework for semantic segmentation on edge devices. | 541 |
 zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,724 |
 yechengxi/lightnet | A Matlab-based framework for building and training deep learning models | 270 |
 fyu/dilation | This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation | 781 |
 guosheng/refinenet | A MATLAB-based framework for semantic image segmentation and dense prediction tasks using multi-path refinement networks. | 589 |
 wuhuikai/fastfcn | Improves semantic segmentation performance by rethinking dilated convolution in the backbone | 840 |