search

matterport / Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Other
24.7k stars 11.71k forks source link

Code for serving model with Tensorflow Serving's gRPC! #1694

Open huyhoang17 opened 5 years ago

huyhoang17 commented 5 years ago

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: hoangphan0710@gmail.com :smile:

kbrajwani commented 5 years ago

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.

moganesyan commented 4 years ago

@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 :)