https://github.com/roboflow/blackjack-basic-strategy

A computer vision powered Blackjack basic strategy app powered by Roboflow.
https://github.com/roboflow/blackjack-basic-strategy

blackjack card-game computer-vision demo-app example-project games html5 javascript live-coding machine-learning object-detection roboflow sample-code tensorflow-js tutorial webcam

Last synced: about 2 months ago
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A computer vision powered Blackjack basic strategy app powered by Roboflow.

• Host: GitHub
• URL: https://github.com/roboflow/blackjack-basic-strategy
• Owner: roboflow
• License: mit
• Created: 2021-08-29T21:50:01.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2023-03-15T23:26:08.000Z (over 2 years ago)
• Last Synced: 2025-04-30T20:50:51.693Z (about 2 months ago)
• Topics: blackjack, card-game, computer-vision, demo-app, example-project, games, html5, javascript, live-coding, machine-learning, object-detection, roboflow, sample-code, tensorflow-js, tutorial, webcam
• Language: JavaScript
• Homepage: https://universe.roboflow.com
• Size: 9.21 MB
• Stars: 37
• Watchers: 18
• Forks: 7
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Blackjack Basic Strategy

A computer vision powered Blackjack basic strategy web-app powered by

[Roboflow](https://roboflow.com).

It runs a

[playing cards object detection model](https://universe.roboflow.com/augmented-startups/playing-cards-ow27d)

in your web browser with

[roboflow.js](https://docs.roboflow.com/inference/web-browser)

(which is backed by

[tensorflow.js](https://www.tensorflow.org/js)). Simply point your camera at a

Blackjack hand, tell it what card the dealer has facing up, and it will tell you

what your optimal next move is based on

[basic strategy](http://www.blackjackcalculation.com/blackjack-great-basic-strat.png).

[![Click here to try it!](blackjack.gif)](https://roboflow.github.io/blackjack-basic-strategy/)

## [🤳 Try it on your phone or in your web browser on GitHub Pages here.](https://roboflow.github.io/blackjack-basic-strategy/)

### Watch the Live Stream

This app was live coded on YouTube; [watch the recording](https://www.youtube.com/watch?v=xzh_R8u0hNc).

[![Computer Vision Blackjack Basic Strategy Live Coding Session](thumb.jpg)](https://www.youtube.com/watch?v=xzh_R8u0hNc)

### Resources

* [Try It](https://roboflow.github.io/blackjack-basic-strategy/) - this project is deployed on GitHub Pages. You can try it on your phone or computer's webcam. Just point your camera at a Blackjack hand, select the dealer's face-up card, and it will tell you what to do.

* [Roboflow Universe](https://universe.roboflow.com) - share computer vision datasets and pre-trained models.

* [Playing Cards Pre-Trained Model](https://universe.roboflow.com/augmented-startups/playing-cards-ow27d) - shared on Roboflow Universe by [Augmented Startups](https://www.augmentedstartups.com/).

* [Roboflow YouTube](https://www.youtube.com/channel/UCUlRrGpNRT5jbiV8h5Q_4Fg?sub_confirmation=1) - where you can follow along with the live-coding session of this app being built and find other computer vision content.

* [Roboflow](https://roboflow.com) - everything you need to create your own custom computer vision projects for free (if you're sharing them publicly). Upload, annotate, augment, train, and deploy in a single afternoon (then iterate and improve your model over time).