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Merge pull request #1146 from JonathanSum/master
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Adding Reactjs example for Image Classifier and Fixing Typo
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chauhang committed Oct 28, 2021
2 parents 4ad8986 + 6efe211 commit e363ace
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2 changes: 1 addition & 1 deletion examples/Huggingface_Transformers/README.md
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Expand Up @@ -22,7 +22,7 @@ If you're finetuning an existing model then you need to save your model and toke

```
mkdir Transformer_model
mv pytorch_model_bin vocab.txt config.json Transformer_model/
mv pytorch_model.bin vocab.txt config.json Transformer_model/
```

If you'd like to download a pretrained model without fine tuning we've provided a simple helper script which will do the above for you. All you need to do is change [setup.config.json](https://github.com/pytorch/serve/blob/master/examples/Huggingface_Transformers/setup_config.json) to your liking and run
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36 changes: 36 additions & 0 deletions examples/image_classifier/resnet_18/ReactJSExample/README.md
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<img src="./demo.gif" width="700">

Instructions

Step1: Setup the config.properties file.

Make a file called config.properties and put these two lines in the file as text.

```
cors_allowed_origin=*
cors_allowed_methods=GET, POST, PUT, OPTIONS
```

Step2: Follows the step to sets up the backend torch serve server.

```bash

wget https://download.pytorch.org/models/resnet18-f37072fd.pth
torch-model-archiver --model-name resnet-18 --version 1.0 --model-file ./examples/image_classifier/resnet_18/model.py --serialized-file resnet18-f37072fd.pth --handler image_classifier --extra-files ./examples/image_classifier/index_to_name.json
mkdir model_store
mv resnet-18.mar model_store/
torchserve --start --model-store model_store --models resnet-18=resnet-18.mar --ts-config config.properties

```

Step3: Run the frontend ReactApp at the parent directory of the build folder.

```bash

serve -s deployed

```

![](image/README/1625898706091.png)

<img src="image/README/1625836884119.png" width="500">
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{
"short_name": "React App",
"name": "Create React App Sample",
"icons": [
{
"src": "favicon.ico",
"sizes": "64x64 32x32 24x24 16x16",
"type": "image/x-icon"
},
{
"src": "logo192.png",
"type": "image/png",
"sizes": "192x192"
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{
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"type": "image/png",
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"background_color": "#ffffff"
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# https://www.robotstxt.org/robotstxt.html
User-agent: *
Disallow:

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/*
object-assign
(c) Sindre Sorhus
@license MIT
*/

/** @license React v0.20.2
* scheduler.production.min.js
*
* Copyright (c) Facebook, Inc. and its affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/

/** @license React v17.0.2
* react-dom.production.min.js
*
* Copyright (c) Facebook, Inc. and its affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/

/** @license React v17.0.2
* react-jsx-runtime.production.min.js
*
* Copyright (c) Facebook, Inc. and its affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/

/** @license React v17.0.2
* react.production.min.js
*
* Copyright (c) Facebook, Inc. and its affiliates.
*
* This source code is licensed under the MIT license found in the
* LICENSE file in the root directory of this source tree.
*/

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