GSCNN
Semantic Segmentation Network
This code implements a neural network architecture designed to perform semantic segmentation in computer vision tasks.
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
920 stars
36 watching
202 forks
Language: Python
last commit: about 1 year ago
Linked from 1 awesome list
computer-visiondeep-learningiccv2019nv-tlabspytorchsemantic-boundariessemantic-segmentation
Related projects:
Repository | Description | Stars |
---|---|---|
hszhao/icnet | A deep learning framework for real-time semantic segmentation on high-resolution images | 605 |
tramac/fast-scnn-pytorch | A PyTorch implementation of a deep learning model for semantic segmentation tasks in computer vision. | 381 |
preritj/segmentation | Deep learning models for semantic segmentation of images | 100 |
nvidia/semantic-segmentation | Monorepo implementing PyTorch-based neural network architecture for image segmentation | 1,777 |
hyeonwoonoh/deconvnet | Deconvolution network architecture for semantic segmentation | 325 |
zhujun98/semantic_segmentation | Implementations of deep learning architectures for semantic segmentation of images in various datasets. | 6 |
k3nt0w/fcn_via_keras | A Python implementation of a deep neural network architecture for semantic image segmentation | 48 |
speedinghzl/ccnet | An implementation of a deep learning model for semantic segmentation using a novel attention mechanism to capture long-range dependencies in images. | 1,426 |
kaixhin/fcn-semantic-segmentation | An implementation of semantic segmentation using fully convolutional networks | 187 |
theduynguyen/keras-fcn | An implementation of fully convolutional neural networks for semantic segmentation using TensorFlow as the backend. | 15 |
mitmul/ssai-cnn | Semantic segmentation using convolutional neural networks for aerial and satellite images | 260 |
ternaus/iglovikov_segmentation | A deep learning-based semantic segmentation pipeline using the Catalyst framework. | 20 |
zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,724 |
ibbm/cascaded-fcn | An implementation of a Cascaded Fully Convolutional Neural Network architecture for medical image segmentation | 304 |
yunlongdong/fcn-pytorch | A PyTorch implementation of FCN for semantic segmentation with an easy-to-use interface and pre-trained models. | 160 |