TradeBOT is a mini AI-powered candlestick prediction tool that analyzes OHLC data, detects 25+ candlestick patterns, predicts the next market direction (BUY/SELL/HOLD), estimates candle size, learns from previous pattern sequences, supports chart screenshots, and delivers fast, interactive trading insights.
TradeBOT is a professional Flask-based candlestick pattern recognition and market prediction application designed for traders, developers, and financial researchers. It analyzes OHLC (Open, High, Low, Close) candle data to identify more than 25 classic candlestick patterns, evaluate recent market behavior, and generate an intelligent prediction for the next candle direction.
Unlike basic pattern detectors, TradeBOT includes a lightweight pattern memory engine that records previously detected pattern sequences and attempts to forecast future movements based on historical repetition. The application estimates candle strength, classifies market direction as BUY, SELL, or HOLD, and provides an easy-to-understand confidence score.
The interface features a modern cinematic trading dashboard with an animated candlestick background, responsive glassmorphism UI, optional chart screenshot upload, and real-time prediction results. Built entirely in Python using Flask, OpenCV, NumPy, and JavaScript, it is lightweight, fast, and suitable for local deployment, educational research, trading experiments, and further AI integration.
- 📈 Detects 25+ professional candlestick patterns
- 🧠 Pattern sequence memory and prediction engine
- 🚀 BUY / SELL / HOLD prediction
- 📊 Confidence estimation
- 📏 Candle size prediction
- 🎮 Cinematic animated trading dashboard
- 📸 Optional chart screenshot upload
- ⚡ Fast Flask-powered backend
- 📱 Responsive desktop and mobile interface
- 🔓 Open-source and easy to customize
Developed by: SYLHETYHACKVENGER (THE-ERROR808)