Label Pixels
Label-Pixels is the tool for semantic segmentation of remote sensing images using Fully Convolutional Networks. Initially, it is designed for extracting the road network from remote sensing imagery and now, it can be used to extract different features from remote sensing imagery.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Vnet.pytorch | 421 | 6 years ago | 20 | bsd-3-clause | Python | |||||
| A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation | ||||||||||
| Fcn Pytorch | 366 | 10 months ago | 28 | Python | ||||||
| 🚘 Easiest Fully Convolutional Networks | ||||||||||
| Pytorch Unet | 357 | 4 years ago | 6 | mit | Jupyter Notebook | |||||
| Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation | ||||||||||
| Cascaded Fcn | 283 | 6 years ago | 7 | other | Jupyter Notebook | |||||
| Source code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields" | ||||||||||
| U Time | 191 | a year ago | 11 | December 15, 2022 | 4 | mit | Python | |||
| U-Time: A Fully Convolutional Network for Time Series Segmentation | ||||||||||
| Multiplanarunet | 179 | a year ago | 9 | May 26, 2021 | 3 | mit | Python | |||
| Multi-Planar UNet for autonomous segmentation of 3D medical images | ||||||||||
| Squeeze_and_excitation | 140 | 4 years ago | 3 | mit | Python | |||||
| PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks | ||||||||||
| Miccai Lits2017 | 137 | 4 years ago | 13 | Python | ||||||
| liver segmentation using deep learning | ||||||||||
| Segmentation | 94 | 5 years ago | 2 | Python | ||||||
| Tensorflow implementation : U-net and FCN with global convolution | ||||||||||
| Keras Icnet | 85 | 6 years ago | 11 | mit | Python | |||||
| Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images | ||||||||||
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Python
Deep Learning
Machine Learning
Tensorflow
Artificial Intelligence
Format
Keras
Csv
Segmentation
Semantic Segmentation
Unet
Remote Sensing
Gdal
Satellite Imagery
Fully Convolutional Networks