tensorflow保存模型和模型部署

https://cv-tricks.com/tensorflow-tutorial/save-restore-tensorflow-models-quick-complete-tutorial/

 

https://github.com/tensorflow/models/blob/r1.13.0/research/slim/export_inference_graph.py

https://github.com/tensorflow/tensorflow/blob/r1.13/tensorflow/python/tools/freeze1_graph.py

 

 

咫片炫tensorflow實戰筆記（19）----使用freeze_graph.py將ckpt轉爲pb文件

https://www.cnblogs.com/Lee-yl/p/11137519.html

 

利用TFLite將MobilenetV2模型部署到移動端(pb->tflite) 

https://www.jianshu.com/p/154af4eef2a9

 

 

 

tensorflow模型保存爲pb的各種姿勢

https://blog.csdn.net/googler_offer/article/details/88577458

 

https://zhuanlan.zhihu.com/p/34471266

模型上線

部署在線服務

使用HTTP接口可參考：

https://github.com/tobegit3hub/simple_tensorflow_serving

使用gRPC接口可參考

https://github.com/tensorflow/serving

部署離線設備

部署到Android可參考

https://medium.com/@tobe_ml/all-tensorflow-models-can-be-embedded-into-mobile-devices-1932e80579e5

部署到iOS可參考

https://zhuanlan.zhihu.com/p/33715219