Metadata-Version: 2.1
Name: zcls2
Version: 0.4.0
Summary: More Faster Object Classification Training Framework
Home-page: https://github.com/ZJCV/ZCls2
Author: zj
Author-email: wy163zhuj@163.com
License: UNKNOWN
Description: <div align="right">
          Language:
            🇺🇸
          <a title="Chinese" href="./README.zh-CN.md">🇨🇳</a>
        </div>
        
         <div align="center"><a title="" href="https://github.com/ZJCV/ZCls2"><img align="center" src="./imgs/ZCls2.png"></a></div>
        
        <p align="center">
          «ZCls2» is a more faster classification model training framework
        <br>
        <br>
          <a href="https://github.com/RichardLitt/standard-readme"><img src="https://img.shields.io/badge/standard--readme-OK-green.svg?style=flat-square"></a>
          <a href="https://conventionalcommits.org"><img src="https://img.shields.io/badge/Conventional%20Commits-1.0.0-yellow.svg"></a>
          <a href="http://commitizen.github.io/cz-cli/"><img src="https://img.shields.io/badge/commitizen-friendly-brightgreen.svg"></a>
          <a href="https://pypi.org/project/zcls2/"><img src="https://img.shields.io/badge/PYPI-zcls2-brightgreen"></a>
          <a href='https://zcls2.readthedocs.io/en/latest/?badge=latest'>
              <img src='https://readthedocs.org/projects/zcls2/badge/?version=latest' alt='Documentation Status' />
          </a>
        </p>
        
        ## Table of Contents
        
        - [Table of Contents](#table-of-contents)
        - [Background](#background)
        - [Installation](#installation)
        - [Usage](#usage)
        - [Maintainers](#maintainers)
        - [Thanks](#thanks)
        - [Contributing](#contributing)
        - [License](#license)
        
        ## Background
        
        After nearly one and a half years of development, [ZCls](https://github.com/ZJCV/ZCls) has integrated many training features, includes configuration module, register module, training module, and many model implementations (`resnet/mobilenet/senet-sknet-resnest/acbnet-repvgg-dbbnet/ghostnet/gcnet...`) and so on. In the development process, it is found that compared with the current excellent classification training framework, such as [apex](https://github.com/NVIDIA/apex/tree/master/examples/imagenet), the training speed of [ZCls](https://github.com/ZJCV/ZCls) is not outstanding. 
        
        In order to better improve the training speed, we decided to develop a new training framework [ZCls2](https://github.com/ZJCV/ZCls2), which is implemented based on [apex](https://github.com/NVIDIA/apex/tree/master/examples/imagenet) and provides more friendly and powerful functions. In the preliminary implementation, it can be found that [ZCls2](https://github.com/ZJCV/ZCls2) improves the training speed by at least 50% compared with [ZCls](https://github.com/ZJCV/ZCls).  More functions are being added.
        
        ## Installation
        
        See [Install](https://zcls2.readthedocs.io/en/latest/install/)
        
        ## Usage
        
        See [Get started](https://zcls2.readthedocs.io/en/latest/get-started/)
        
        ## Maintainers
        
        * zhujian - *Initial work* - [zjykzj](https://github.com/zjykzj)
        
        ## Thanks
        
        * [NVIDIA/apex](https://github.com/NVIDIA/apex/tree/master/examples/imagenet)
        * [ZJCV/ZCls](https://github.com/ZJCV/ZCls)
        
        ## Contributing
        
        Anyone's participation is welcome! Open an [issue](https://github.com/ZJCV/ZCls2/issues) or submit PRs.
        
        Small note:
        
        * Git submission specifications should be complied
          with [Conventional Commits](https://www.conventionalcommits.org/en/v1.0.0-beta.4/)
        * If versioned, please conform to the [Semantic Versioning 2.0.0](https://semver.org) specification
        * If editing the README, please conform to the [standard-readme](https://github.com/RichardLitt/standard-readme)
          specification.
        
        ## License
        
        [Apache License 2.0](LICENSE) © 2022 zjykzj
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Classifier: License :: OSI Approved :: Apache Software License
Requires-Python: >=3.8
Description-Content-Type: text/markdown
