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ImageRetrieval Tf
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基于tensorflow & tf-servering & flask 的图像检索
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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
client
和
exporter
以及
server
3. 一个
web_demo基于Flask
修改自
VisualSearch
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
Open Source Agenda is not affiliated with "ImageRetrieval Tf" Project. README Source:
icodingc/ImageRetrieval-tf
Stars
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Open Issues
0
Last Commit
7 years ago
Repository
icodingc/ImageRetrieval-tf
Homepage
https://icodingc.github.io/ImageRetrieval-tf/
Tags
Image Retrieval
Retrieval
Tensorflow
Tensorflow Serving
Web Demo
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