https://github.com/aghabeiki/keras-predict

A Node.JS Native add-ons to run Keras trained model.
https://github.com/aghabeiki/keras-predict

cpp17 keras ml napi nodejs prediction

Last synced: 5 days ago
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A Node.JS Native add-ons to run Keras trained model.

• Host: GitHub
• URL: https://github.com/aghabeiki/keras-predict
• Owner: Aghabeiki
• License: mit
• Created: 2018-07-07T04:01:29.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-14T09:16:39.000Z (almost 6 years ago)
• Last Synced: 2024-10-10T08:23:46.476Z (29 days ago)
• Topics: cpp17, keras, ml, napi, nodejs, prediction
• Language: C++
• Homepage:
• Size: 121 KB
• Stars: 0
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# keras-predict

A Nodejs Native addons to run Keras ML model.

 Run Keras ML model via [frugally-deep](https://github.com/Dobiasd/frugally-deep) as a native Nodejs Addons.

 

 Usage: 

 * first [install](https://github.com/Dobiasd/frugally-deep/blob/master/INSTALL.md) frugally-deep.

 * compile your keras model :

 ```

python3 frugally-deep/keras_export/convert_model.py keras_model.h5 fdeep_model.json

 ```

 * path the size of your ML input and converted ML path to predict function.

 ```

const predict = require('keras-predict')

const path = require('path');

const mlModelPath = path.resolve(__dirname, "fdeep_model.json");

const testCase = [...];

predict.predict(120, mlModelPath, testCase, (err, predict) => {

        if (err) {

            console.error(err)

        } else {

            console.dir(predict.map(Math.round))

        }

    })

}

 ```

 

 * A working example avialable at example folder.

 * This module tested only on ArchLinux.

Amin Aghabeiki.