https://github.com/linchuming/tensorflow_tutorial
Tensorflow Chinese Tutorial
https://github.com/linchuming/tensorflow_tutorial
tensorflow tensorflow-tutorials
Last synced: 2 months ago
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Tensorflow Chinese Tutorial
- Host: GitHub
- URL: https://github.com/linchuming/tensorflow_tutorial
- Owner: linchuming
- License: mit
- Created: 2019-02-26T04:43:25.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2019-02-26T05:02:34.000Z (over 6 years ago)
- Last Synced: 2025-04-02T11:11:16.150Z (2 months ago)
- Topics: tensorflow, tensorflow-tutorials
- Size: 4.01 MB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Tensorflow Tutorial
根据实验室以及个人理解制作的Tensorflow的小教程
基于Tensorflow 1.8
以图像超分辨率任务为例来入手Tensorflow，配套代码：•[https://](https://github.com/linchuming/ImageSR-Tensorflow)[github.com/linchuming/ImageSR-Tensorflow](https://github.com/linchuming/ImageSR-Tensorflow)
### 包含内容
- 基于tf.data.Dataset使用TFRecords或者Generator进行训练数据读取
- 基于tf.layers进行模型构建
- 模型训练以及测试，利用tensorboard查看训练过程
- 如何基于funetuning进行分类器训练
- Tensorflow常见的一些操作（其他）：例如变量复用，常用的loss设计，并行训练等等
- 模型保存导出以及如何使用C++进行模型调用