https://github.com/shadmankhan/alexa-sign-lang-translator-tensorflow
alexa-sign-lang-translator-tensorflow
https://github.com/shadmankhan/alexa-sign-lang-translator-tensorflow
Last synced: 3 months ago
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alexa-sign-lang-translator-tensorflow
- Host: GitHub
- URL: https://github.com/shadmankhan/alexa-sign-lang-translator-tensorflow
- Owner: shadmankhan
- Created: 2021-01-22T20:38:54.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-06-28T09:36:28.000Z (almost 4 years ago)
- Last Synced: 2025-01-22T11:16:17.906Z (5 months ago)
- Language: JavaScript
- Size: 253 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Making Alexa respond to Sign Language using Tensorflow.js
Run the demo in latest Chrome/Firefox to train the model using your own words and corresponding signs/gestures. If you have an Echo plugged in closeby, it should respond, otherwise simply play around and have fun. You will need to give permission to access your webcam and microphone.
## Running the code
To use the code, first install the JavaScript dependencies by running
```
npm install
```
Then start the local budo web server by running
```
npm start
```
This will start a web server on [`localhost:9966`](http://localhost:9966).
1. Allow permission to your webcam and microphone.
2. Add some words you want to train on.
## Reference
To learn more about the classifier used in this repo go to [KNN Image Classifier](https://github.com/PAIR-code/deeplearnjs/tree/master/models/knn_image_classifier)
There is a newer version of this classifier released in the new [tensorflow.js](https://js.tensorflow.org) which can be found [here](https://github.com/tensorflow/tfjs-models/tree/master/knn-classifier)