https://github.com/super3/traffic-cv

Toolset for determining physical state from traffic cameras.
https://github.com/super3/traffic-cv

Last synced: 27 days ago
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Toolset for determining physical state from traffic cameras.

• Host: GitHub
• URL: https://github.com/super3/traffic-cv
• Owner: super3
• License: mit
• Created: 2015-03-31T03:20:48.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2022-11-22T02:09:34.000Z (about 2 years ago)
• Last Synced: 2024-04-14T01:11:22.698Z (9 months ago)
• Language: CSS
• Homepage:
• Size: 20.6 MB
• Stars: 3
• Watchers: 2
• Forks: 0
• Open Issues: 12
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Traffic CV

Toolset for determining physical state from traffic cameras.

[![Build Status](https://travis-ci.org/ovsoinc/traffic-cv.svg?branch=master)](https://travis-ci.org/ovsoinc/traffic-cv)

[![Coverage Status](https://coveralls.io/repos/github/ovsoinc/traffic-cv/badge.svg?branch=master)](https://coveralls.io/github/ovsoinc/traffic-cv?branch=master)

[![License](https://img.shields.io/badge/license-AGPLv3-blue.svg?label=license)](https://github.com/Storj/ovsoinc/traffic-cv/blob/master/LICENSE)

[![GitHub contributors](https://img.shields.io/github/contributors/ovsoinc/traffic-cv.svg)](https://github.com/ovsoinc/traffic-cv/graphs/contributors)

### Demo

![demo.gif](demo.gif)

### Run Traffic Light Demo

```

node index.js

````

Then open up ```index.html``` in your browser.

### Train Traffic Light Neural Net

```

node train.js

```

You must have training images in `/images/training/green`, `/images/training/yellow`, and `/images/training/red`.

### Run the Trained Neural Net Through Test Suite

```

npm test

```

Will test the net against the training and testing data. Make sure to have categorized images in `/images/testing`.

### Test Neural Net with a Specific Image

```

node run.js [path_to_image]

```

Example:

```

node run.js images/38-1531834988419.jpeg

[ 0.01618855582872857, -0.00072788746163907, 0.46764020897403424 ]

Traffic lights are 'red' with a 46.76% probability.

```

### Capture Training/Testing Data

```

node index.js --capture

```

Will store captured images in `/images/capture` directory. You can then put those images in proper state directory in `/images/training` or `/images/testing` directory.