Github 项目推荐 | TensorFlow 项目模板架构最佳实践

一个简单且设计良好的架构对于任何深度学习项目来讲非常有必要，这里的 Tensorflow 项目模板经过了大量的实践，拥有简单性、良好的文件结构以及 OOP 设计等特点。该库的模板能够帮助开发者快速开启项目，使其更加专注于核心目标（模型、训练等）.

Github 地址：

https://github.com/Mrgemy95/Tensorflow-Project-Template

内容列表：

项目结构

文件结构

├──  base
│   ├── base_model.py   - this file contains the abstract class of the model.
│   └── base_train.py   - this file contains the abstract class of the trainer.
│
│
├── model               - this folder contains any model of your project.
│   └── example_model.py
│
│
├── trainer             - this folder contains trainers of your project.
│   └── example_trainer.py
│   
├──  mains              - here's the main(s) of your project (you may need more than one main).
│    └── example_main.py  - here's an example of main that is responsible for the whole pipeline.

│  
├──  data _loader  
│    └── data_generator.py  - here's the data_generator that is responsible for all data handling.
│ 
└── utils
     ├── logger.py
     └── any_other_utils_you_need