CandleTrack – AI based Systematic Mapping of Swing Highs and Lows in Market Trends

This project builds the process for identifying swing highs and lows in bullish and bearish trends using price action analysis. In a bullish trend, the system confirms the trend by detecting consecutive higher highs, then identifies swing lows by finding the lowest price in the pullback-to-breakout candle range, and swing highs by locating the highest high among the breakout, pullback, and adjacent candles, where bullish candles are green and bearish candles are red. Conversely, in a bearish trend, the system verifies the trend through consecutive lower lows and highs, identifies swing highs as the highest price between a pullback (green) and breakdown (red) candle, and swing lows as the lowest price among the breakdown, pullback, and adjacent candles, with bearish candles shown in red and bullish in green. These swing points are timestamped and stored for use in trading analysis and visualization.