FastFCN
Semantic Segmentation Framework
A deep learning framework for semantic segmentation tasks
FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.
841 stars
19 watching
148 forks
Language: Python
last commit: about 4 years ago
Linked 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 |
 tangzhenyu/semanticsegmentation_dl | A collection of resources and implementations for deep learning-based semantic segmentation in computer vision. | 1,109 |
 hyeonwoonoh/decouplednet | A deep learning framework for semantic segmentation using pre-trained classification networks and heterogeneous annotations | 74 |
 kaixhin/fcn-semantic-segmentation | An implementation of semantic segmentation using fully convolutional networks | 188 |
 tusimple/tusimple-duc | This project presents an approach to improving the performance of convolutional neural networks in semantic segmentation tasks | 613 |
 fyu/dilation | This project provides a deep learning framework implementing dilated convolutions for semantic image segmentation | 782 |
 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 |
 zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,729 |
 sacmehta/espnet | A deep learning framework for semantic segmentation on edge devices. | 542 |
 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 |
 oandrienko/fast-semantic-segmentation | Real-time semantic segmentation using optimized network architectures | 220 |
 simjeg/fc-densenet | An implementation of a fully convolutional densely connected neural network architecture for semantic segmentation tasks. | 487 |
 deepvoltaire/fast-scnn | An implementation of a real-time semantic segmentation network with a focus on efficient memory usage and mobile performance. | 71 |
 jiahuadong/fiss | Implementations of federated incremental semantic segmentation in PyTorch. | 34 |