HRNet-Semantic-Segmentation
Segmentation model
An implementation of a high-resolution neural network architecture for semantic segmentation tasks.
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
3k stars
57 watching
692 forks
Language: Python
last commit: almost 3 years ago
Linked from 1 awesome list
cityscapeshigh-resolutionhigh-resolution-nethrnetslippascal-contextsegmentationsegmentation-transformersemantic-segmentationtransformer
mrgloom/awesome-semantic-segmentationRelated projects:
| Repository | Description | Stars |
|---|---|---|
 leoxiaobin/deep-high-resolution-net.pytorch | An implementation of a deep learning network for human pose estimation using high-resolution representations | 4,354 |
 csailvision/semantic-segmentation-pytorch | An implementation of semantic segmentation models on the MIT ADE20K dataset using PyTorch. | 4,963 |
 oandrienko/fast-semantic-segmentation | Real-time semantic segmentation using optimized network architectures | 220 |
 meetps/pytorch-semseg | Implementations of popular semantic segmentation architectures using PyTorch | 3,400 |
 eromera/erfnet_pytorch | Provides a PyTorch implementation of the ERFNet architecture for semantic segmentation | 432 |
 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 |
 hellochick/semantic-segmentation-tensorflow | Implementation of semantic segmentation models on two datasets using TensorFlow | 84 |
 shelhamer/fcn.berkeleyvision.org | Provides reference implementation of fully convolutional networks (FCNs) for semantic segmentation | 3,318 |
| hrnet/hrnet-image-classification | This project provides a Python implementation of high-resolution networks for image classification on ImageNet. | 971 |
| hellochick/pspnet-tensorflow | A TensorFlow-based implementation of a semantic segmentation network for image classification tasks | 326 |
 qubvel-org/segmentation_models.pytorch | A comprehensive library for training and applying deep learning models for image segmentation | 9,829 |
 tramac/fast-scnn-pytorch | A PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision. | 380 |
 preritj/segmentation | Deep learning models for semantic segmentation of images | 101 |
 hasnainraz/fc-densenet-tensorflow | Re-implementation of a 100-layer fully convolutional network architecture for image segmentation | 123 |
 thuyngch/human-segmentation-pytorch | An open source implementation of deep learning-based human segmentation models using PyTorch | 558 |