ssai-cnn

Image segmentation algorithm

Semantic segmentation using convolutional neural networks for aerial and satellite images

Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymyr Mnih's methods

GitHub

260 stars
16 watching
75 forks
Language: Python
last commit: over 3 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
mitmul/ssai An aerial imagery segmentation tool using deep learning techniques to identify buildings and roads from satellite images. 27
mitmul/chainer-pspnet An implementation of a deep learning-based image segmentation algorithm in Chainer 74
ethanhe42/u-net A convolutional neural network architecture for biomedical image segmentation 426
nv-tlabs/gscnn This code implements a neural network architecture designed to perform semantic segmentation in computer vision tasks. 920
mshiv/sat-seg Develops semantic segmentation of satellite images using deep learning techniques 10
jliemansifry/semantic-segmentation Develops deep learning models to classify and annotate pixel-level details in satellite images 21
oyam/semantic-segmentation-using-adversarial-networks A Python implementation of semantic segmentation using adversarial networks 104
lironui/abcnet Develops an efficient network architecture for semantic segmentation of high-resolution remote sensing images. 33
zhujun98/semantic_segmentation Implementations of deep learning architectures for semantic segmentation of images in various datasets. 6
preritj/segmentation Deep learning models for semantic segmentation of images 100
k3nt0w/fcn_via_keras A Python implementation of a deep neural network architecture for semantic image segmentation 48
hasnainraz/fc-densenet-tensorflow Re-implementation of a 100-layer fully convolutional network architecture for image segmentation 123
nvidia/semantic-segmentation Monorepo implementing PyTorch-based neural network architecture for image segmentation 1,777
zhengpeng7/birefnet This repository provides a software framework and implementation of a neural network model for high-resolution image segmentation tasks 1,379
timosaemann/enet A deep neural network architecture for real-time semantic segmentation in images 584