BlackJack AI
Computer Vision-Powered Blackjack Strategy Advisor using YOLO object detection
Computer Vision-Powered Blackjack Strategy
BlackJack AI is an intelligent web application that combines computer vision and optimal blackjack strategy to provide real-time decision-making assistance. Simply upload an image of your blackjack hand, and the AI will analyze the cards using YOLO object detection, calculate hand values, and recommend the statistically optimal move based on professional blackjack strategy.
The system uses a trained YOLO model to detect and identify all 52 playing cards, implements mathematically proven basic strategy, and provides instant recommendations with confidence percentages through a modern Flask web interface.
How It Works
Upload an image of your blackjack table and get instant strategy recommendations:
1. Upload Your Hand
Take a photo of your blackjack table or upload an existing image. The application accepts various image formats and automatically resizes for optimal processing.
2. AI Card Detection
Our trained YOLO model detects and identifies all visible playing cards, distinguishing between dealer and player hands based on position.
3. Strategy Calculation
The system calculates hand values, considers soft/hard aces, and references the optimal basic strategy table to provide the best statistical move with confidence percentage.
Stand
Keep current hand
Hit
Take another card
Double
Double bet, one card
Key Features
Real-time Card Detection
Advanced YOLO object detection identifies playing cards in uploaded images with high accuracy across all 52 cards.
Optimal Strategy Engine
Implements mathematically proven blackjack basic strategy for maximum winning probability.
Web-based Interface
Clean, responsive Flask web application with intuitive drag-and-drop image upload.
Visual Feedback
Annotated images showing detected cards, hand values, and strategy recommendations.
Fast Processing
Optimized YOLO model provides near-instant card recognition and strategy calculation.
Modern UI/UX
Dark theme with matrix-style animations creating an engaging user experience.
Technical Implementation
🤖 Machine Learning Stack
- • YOLO (You Only Look Once): Real-time object detection
- • Ultralytics: Modern YOLO implementation
- • Custom Training: 52-card deck recognition
- • PIL/Pillow: Image manipulation and annotation
🌐 Web Framework
- • Flask: Lightweight Python web framework
- • JavaScript/jQuery: Interactive frontend
- • Tailwind CSS: Modern responsive styling
- • Base64 Encoding: Web-optimized image transfer
Quick Start
1. Clone the Repository
cd BlackJack-AI