whenxuan: update the readme

Author: wwhenxuan

README.md

@@ -1,7 +1,21 @@
-# Channel-Attention
+# Channel-Attention <img width="20%" align="right" src="https://github.com/wwhenxuan/S2Generator/blob/main/docs/source/_static/S2Generator_logo.png?raw=true">
+
 A plug-and-play channel attention mechanism module implemented in PyTorch.
 
-## Installation
+<div align="center">
+
+[Installation](#Installation) | [Usage](#Usage) | [Modules](#Modules) | [Blog](https://mp.weixin.qq.com/s/D6O5SBl2RYHdkiinV6UM8w)
+
+</div>
+
+<div align="center">
+
+[![PyPI version](https://badge.fury.io/py/s2generator.svg)](https://pypi.org/project/s2generator/)  ![License](https://img.shields.io/github/license/wwhenxuan/PySDKit) [![Python](https://img.shields.io/badge/python-3.6+-blue?logo=python)](https://www.python.org/) [![PyTorch](https://img.shields.io/badge/PyTorch-2.0.1-blue)](https://pytorch.org/) [![Downloads](https://pepy.tech/badge/s2generator)](https://pepy.tech/project/s2generator) [![codestyle](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
+
+</div>
+
+
+## Installation <a id="Installation"></a>
 
 You can install the package via pip:
 
@@ -11,13 +25,13 @@ pip install channel-attention
 
 We only develop and test with PyTorch. Please make sure to install it from [PyTorch official website](https://pytorch.org/get-started/locally/) based on your system configuration.
 
-## Usage
+## Usage <a id="Usage"></a>
 
 
 
 
 
-## Modules
+## Modules <a id="Modules"></a>