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)

GitHub

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

Backlinks from these awesome lists:

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