Lightweight-Segmentation
Semantic segmentation models
Provides implementations of lightweight neural network models for real-time semantic segmentation.
Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).
357 stars
16 watching
77 forks
Language: Python
last commit: over 4 years ago
Linked from 1 awesome list
lightweightnetwork-analysisreal-timesemantic-segmentation
Related projects:
| Repository | Description | Stars |
|---|---|---|
| tramac/fast-scnn-pytorch | A PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision. | 380 |
 akirasosa/mobile-semantic-segmentation | Real-time semantic segmentation for mobile devices using deep learning and MobileNetV2 architecture | 715 |
 xiaoyufenfei/lednet | A lightweight deep learning framework for real-time semantic segmentation | 514 |
 oandrienko/fast-semantic-segmentation | Real-time semantic segmentation using optimized network architectures | 220 |
 hellochick/pspnet-tensorflow | A TensorFlow-based implementation of a semantic segmentation network for image classification tasks | 326 |
 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 |
 linksense/lightnet | Research into efficient neural networks for semantic image segmentation in autonomous driving applications | 719 |
 huaifeng1993/dfanet | An implementation of a deep learning model for real-time semantic segmentation | 255 |
 e-lab/enet-training | Provides tools and models for training deep neural networks for real-time semantic segmentation and scene parsing | 351 |
| hellochick/semantic-segmentation-tensorflow | Implementation of semantic segmentation models on two datasets using TensorFlow | 84 |
 nvidia/semantic-segmentation | Monorepo implementing PyTorch-based neural network architecture for image segmentation | 1,787 |
 oyam/semantic-segmentation-using-adversarial-networks | A Python implementation of semantic segmentation using adversarial networks | 104 |
 timosaemann/enet | A deep neural network architecture for real-time semantic segmentation in images | 585 |
 nv-tlabs/gscnn | This code implements a neural network architecture designed to perform semantic segmentation in computer vision tasks. | 920 |
 kaixhin/fcn-semantic-segmentation | An implementation of semantic segmentation using fully convolutional networks | 188 |