Mask_rcnn: Code for serving model with Tensorflow Serving's gRPC!

Created on 19 Aug 2019  路  2Comments  路  Source: matterport/Mask_RCNN

Hi,
Thank you for your awesome repository, it's helps me so much on my personal project :100: :+1:
I create this issue just want to share my code for serving model with Tensorflow Serving's gRPC. Hope this helps for anyone that get trouble when deploying model, especially Tensorflow Serving :smile:

https://github.com/huyhoang17/matterport-maskrcnn-with-tensorflow-serving

Thank you!
Any contributors are welcome :star: :100:
For any questions, you can mention me on this github's issue or mail for me at: [email protected] :smile:

Most helpful comment

@kbrajwani

Not sure if you still need it, but here's a repo of mine: https://github.com/moganesyan/tensorflow_model_deployment

It has code to export, serve and test the deployment locally (REST and GRPC). Jupyter notebooks provided

Also thanks @huyhoang17 , your example helped a lot when I was working on this task :)

All 2 comments

hey @huyhoang17 you have done such a nice work. please help me to use my .pb file and variable folder to run on tensorflow serving. and please describe how to inference with that.

@kbrajwani

Not sure if you still need it, but here's a repo of mine: https://github.com/moganesyan/tensorflow_model_deployment

It has code to export, serve and test the deployment locally (REST and GRPC). Jupyter notebooks provided

Also thanks @huyhoang17 , your example helped a lot when I was working on this task :)

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