https://github.com/rootfs/tfserving-resnet-client-go

Tensorflow Serving ResNet gPRC Go Client
https://github.com/rootfs/tfserving-resnet-client-go

golang grpc grpc-go resnet tensorflow tfserving

Last synced: 3 months ago
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Tensorflow Serving ResNet gPRC Go Client

• Host: GitHub
• URL: https://github.com/rootfs/tfserving-resnet-client-go
• Owner: rootfs
• Created: 2018-11-28T21:12:09.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-11-28T21:22:28.000Z (over 7 years ago)
• Last Synced: 2024-12-29T21:21:52.261Z (over 1 year ago)
• Topics: golang, grpc, grpc-go, resnet, tensorflow, tfserving
• Language: Go
• Homepage:
• Size: 136 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Tensorflow Serving ResNet Go Client

(test against tensorflow `b4add48e633ce9e1ecda25eade56638e0a8808e5` and tensorflow-serving `5446fd973de228693c1652acd4922dc4b177f77a`)

## Generate vendor

```bash

git clone https://github.com/tensorflow/serving.git

git clone https://github.com/tensorflow/tensorflow.git

./gen.sh

```

### Build client

```bash

go build resnet.go

```

### Test

- Start Resnet model server

```console

 docker run -p 8500:8500 -p 8501:8501 -t docker.io/rootfs/resnet_serving &

```

- Test against resnet model

```console

# ./resnet --serving-address localhost:8500 ./cat.jpg

2018/11/28 16:08:32 classes: [286]

```

# Acknowledgement

Inspired by this [inception client](https://mauri870.github.io/blog/posts/tensorflow-serving-inception-go/)