Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Appearance settings
Open more actions menu

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

32 Commits
32 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

基于TensorFlow以及TF-serving图像检索

1. 抽取特征extract_feature <br>

  • 这里没有训练网络,只是根据ImageNet上预训练Inception_v3模型抽取mixed_8x8x2048b层特征,然后sum_pooling到2048-d。
  • 如想得到更好的特征表示,可以参考DeepRank等文章根据数据集fine-tune训练网络。

2. 运行服务Serving <br>

  • 因为Tensorflow Serving 更新版本导致本项目不能使用。
  • 不过最新版本的Serving更容易学习使用,如感兴趣可以看下我写的其他例子clientexporter以及server

4. 本项目采用的是tensorflow 0.10.0rc0,而且可能不会再更新

下边是几个检索例子

Releases

Packages

Used by

Contributors

Languages

Morty Proxy This is a proxified and sanitized view of the page, visit original site.