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PRP Coin Detector - Machine Learning for Technical Analysis

PRP Coin Detector is an automated pattern detection and filtering software developed for technical analysts. It allows users to analyze cryptocurrencies using RSI (Relative Strength Index) and price change filters. Additionally, with the YOLOv8-based AI model, it can automatically detect specific patterns in charts, providing investors with automated analysis capabilities.

You can download PRP Coin Detector from the link below:

🔗 Download Program: PRP Coin Detector

This guide explains how PRP Coin Detector works, its features, and how to use it in detail.

For a more detailed user manual, please read the UserManual.pdf file included in the setup package after installation. Your feedback is greatly appreciated if you use the program! Your insights are valuable for further improving the software.

To learn more about how I trained the YOLOv8 model used in the application and how I applied it to other projects, visit the link below:

What Does PRP Coin Detector Do?

✔ Automated Pattern Detection: Identifies Head and Shoulders, Double Top, Inverted Double Top, Ascending Triangle, and Descending Triangle formations in charts.

✔ RSI & Price Filtering: Allows users to filter cryptocurrencies based on specific RSI ranges or price changes exceeding a certain percentage within a selected time frame.

✔ Binance API Integration: Enables users to buy and sell selected cryptocurrencies in real-time by entering their Binance API keys.

✔ Chart Analysis & Visualization: Displays detected formations with their positions marked on the chart for easy analysis.

✔ Excel Export: Users can export filtered coin lists in Excel format for further analysis.

System Requirements

To use PRP Coin Detector, the following system specifications are recommended:

  • Processor (CPU): Intel i5 or better

  • Memory (RAM): Minimum 8 GB RAM

  • Graphics Card (GPU): Minimum 2 GB VRAM (NVIDIA GPU recommended)

  • Operating System: Windows 10 / 11 (64-bit)

  • Storage: SSD recommended for optimal performance

Features

RSI & Price Filtering

Users can filter cryptocurrencies based on RSI ranges or price changes.

✔ Price Change Filtering Options:

  • Displays cryptocurrencies that have increased or decreased by a specified percentage within a given timeframe.

  • Example: "Show all coins that have dropped more than 5% in the last 24 hours."

✔ RSI Filtering Options:

  • Overbought RSI (>70): May indicate a sell signal.

  • Oversold RSI (<30): May indicate a buy signal.

  • Users can customize RSI levels to suit their strategies.

✔ Filter Results:

  • All Coins: Lists all Binance USDT trading pairs.

  • Only Suggested Coins: Displays only the cryptocurrencies that meet RSI and price change criteria.



    2. Pattern Detection

PRP Coin Detector uses the YOLOv8 model to detect specific technical analysis formations in charts.

✔ Detectable Formations:

  • Head and Shoulders

  • Double Top 

  • Inverted Double Top 

  • Ascending Triangle 

  • Descending Triangle



✔ Formation Visualization:

  • Detected formations can be displayed on the chart with marked positions.

  • Confidence Score (%): The model's prediction accuracy percentage is shown for each detected formation.




3. Binance API Trading Integration (Optional)

Users can enter their Binance API keys to execute real-time trades through PRP Coin Detector.

✔ API Settings:

  • Enter Binance API Key and Secret.

  • Add IP Whitelist (required by Binance API).

  • Select the cryptocurrency to trade from the coin selection screen.

✔ Buy-Sell Transactions:

  • Users can place trades using Market Orders or Limit Orders.

  • Current account balance can be viewed.



4. Trading and Chart Analysis Screen

PRP Coin Detector allows users to execute buy and sell transactions directly through the Binance API after establishing a connection. Additionally, it provides detailed analysis of selected cryptocurrencies.

✔ Trading Options:

  • Market Orders: Execute trades instantly at the current market price.

  • Limit Orders: Place trades at a user-defined price level.

✔ Balance and Transaction Tracking:

  • Users can view their current USDT balance.

  • Executed transactions are displayed with detailed information.

✔ Chart Analysis and Coin Information:

  • Users can analyze the detailed price chart of the selected cryptocurrency.

  • The chart displays RSI levels, price changes, and detected patterns.

  • Users can select different time frames for a more detailed price analysis.

✔ Security Measures:

  • API credentials are securely stored.

  • A transaction confirmation screen prevents accidental trades.




PRP Coin Detector is designed to automate technical analysis processes, providing investors with fast and accurate pattern detection. With features such as RSI and price change filtering, automated chart analysis, Binance API integration, and detailed pattern recognition, it aims to simplify investment decisions.

In the future, I plan to add more patterns, improve accuracy with advanced AI models, and enhance user experience with new features.

If you use PRP Coin Detector and provide feedback, you will contribute significantly to its development. Feel free to reach out with any questions or suggestions!

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