LightNet
Image Segmentation Networks
Research into efficient neural networks for semantic image segmentation in autonomous driving applications
LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)
719 stars
29 watching
173 forks
Language: Python
last commit: almost 5 years ago
Linked from 1 awesome list
cityscapesdeeplabv3deeplabv3plusinplace-activated-batchnormlight-weight-netlight-weight-networksmapillary-vistas-datasetmobilenetmobilenet-v2mobilenetv2mobilenetv2pluspytorchrfmobilenetv2plusscse-asppsegmentationsemantic-context-losssemantic-segmentationshufflenetwide-residual-networks
sacridini/awesome-geospatialRelated projects:
| Repository | Description | Stars |
|---|---|---|
 lironui/abcnet | Develops an efficient network architecture for semantic segmentation of high-resolution remote sensing images. | 34 |
 xiaoyufenfei/lednet | A lightweight deep learning framework for real-time semantic segmentation | 514 |
 e-lab/linknet | An implementation of a deep learning network for image segmentation tasks using Lua and the Torch7 framework. | 168 |
 speedinghzl/ccnet | An implementation of a deep learning model for semantic segmentation using a novel attention mechanism to capture long-range dependencies in images. | 1,432 |
 tramac/lightweight-segmentation | Provides implementations of lightweight neural network models for real-time semantic segmentation. | 357 |
 akirasosa/mobile-semantic-segmentation | Real-time semantic segmentation for mobile devices using deep learning and MobileNetV2 architecture | 715 |
 nv-tlabs/gscnn | This code implements a neural network architecture designed to perform semantic segmentation in computer vision tasks. | 920 |
 k3nt0w/fcn_via_keras | A Python implementation of a deep neural network architecture for semantic image segmentation | 48 |
 ethanhe42/u-net | A convolutional neural network architecture for biomedical image segmentation | 430 |
 zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
 preritj/segmentation | Deep learning models for semantic segmentation of images | 101 |
 mitmul/chainer-pspnet | An implementation of a deep learning-based image segmentation algorithm in Chainer | 74 |
 timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 585 |
 eromera/erfnet_pytorch | Provides a PyTorch implementation of the ERFNet architecture for semantic segmentation | 432 |
 nvidia/semantic-segmentation | Monorepo implementing PyTorch-based neural network architecture for image segmentation | 1,787 |