# Satelight-Image-Semantic-Segmentation-Unet-Tensorflow-keras

**Repository Path**: hanshangying/Satelight-Image-Semantic-Segmentation-Unet-Tensorflow-keras

## Basic Information

- **Project Name**: Satelight-Image-Semantic-Segmentation-Unet-Tensorflow-keras
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-03-21
- **Last Updated**: 2021-03-21

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Satellight Image Segmentation with UNet and Its Variants

![](https://github.com/ashishpatel26/Semantic-Segmentation-Unet-Tensorflow-keras/blob/main/images/image.png)

This repository contains the Collection of different Unet Variant such as **VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock**

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**UNet Variant**

| Sr No | Topic                                                        | Notebook                                                     |
| ----- | ------------------------------------------------------------ | ------------------------------------------------------------ |
| 1.    | **Unet Architecture for Satellight Image Segmentation**  ![](https://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/u-net-architecture.png) | [Github](https://nbviewer.jupyter.org/github/ashishpatel26/Semantic-Segmentation-Unet-Tensorflow-keras/blob/main/Notebooks/Unet.ipynb) |
| 2.    | **VGGUnet Architecture for Satellight Image Segmentation** ![](https://neurohive.io/wp-content/uploads/2018/11/vgg16-1-e1542731207177.png) | [Github](https://nbviewer.jupyter.org/github/ashishpatel26/Semantic-Segmentation-Unet-Tensorflow-keras/blob/main/Notebooks/VggUnet.ipynb) |
| 3.    | **ResUnet Architecture for Satellight Image Segmentation** ![](https://miro.medium.com/max/5998/1*eKrh8FqJL3jodebYlielNg.png) | [Github](https://nbviewer.jupyter.org/github/ashishpatel26/Semantic-Segmentation-Unet-Tensorflow-keras/blob/main/Notebooks/Resunet.ipynb) |
| 4.    | **DenseUnet Architecture for Satellight Image Segmentation** ![](https://lh3.googleusercontent.com/proxy/dEolVIZqWdVh7UgxyQkLS18uf942vgeZ_2Ls1pJeJjHC188qigU0l-AoReNRRoOSjsA1UccwrNeLGW1pznV6kiAw-ZdS5pVX3ulOzo1x3RW32hIZ5unHhq1nT8MK3G0rqV8V4XPdDK-RewYGEtMOFnU4qSqVqN85uuWS) | [Github](https://nbviewer.jupyter.org/github/ashishpatel26/Semantic-Segmentation-Unet-Tensorflow-keras/blob/main/Notebooks/DenseUnet.ipynb) |
| 5.    | **UnetPlusPlus Architecture for Satellight Image Segmentation** ![](https://neurohive.io/wp-content/uploads/2019/12/Screenshot_4-570x251.png) | [Github](https://nbviewer.jupyter.org/github/ashishpatel26/Semantic-Segmentation-Unet-Tensorflow-keras/blob/main/Notebooks/UnetPlusPlus.ipynb) |

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**Thank you**

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