Metadata-Version: 2.1
Name: transunet
Version: 1.0.2
Summary: Tensorflow Extra Utilities. https://github.com/awsaf49/TransUNet-tf
Home-page: https://github.com/awsaf49/TransUNet-tf
Author: Awsaf
Author-email: awsaf49@gmail.com
License: MIT
Keywords: tensorflow TransUNet
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE.md

## TransUNet
> Tensorflow Implementation of [TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation](https://arxiv.org/pdf/2102.04306.pdf)
<img src="https://production-media.paperswithcode.com/social-images/hfPJrzzvUuaeIMvb.png" width=800>

## Installation
```shell
pip install transunet
```

## Usage
```py
from transunet import TransUNet
model = TransUNet(image_size=224, pretrain=True)
```

## References 
* [TransUNet](https://github.com/Beckschen/TransUNet)(Official)
* [TransUnet](https://github.com/kenza-bouzid/TransUnet)
* [vit-keras](https://github.com/faustomorales/vit-keras)
* [ResNetV2](https://github.com/tensorflow/tensorflow/blob/v2.5.0/tensorflow/python/keras/applications/resnet_v2.py#L28-L56)



