The stock market has always been full of risks and opportunities, and investors use various methods to analyze stock trends and investment value. In recent years, with the development of artificial intelligence and big data technology, a technology called Imagex has begun to emerge in the field of stock analysis. Imagex uses image processing and data analysis methods to visualize stock trends and analyze winning rates, providing investors with a more comprehensive decision-making basis. First, Imagex uses image processing technology to analyze stock charts. Stock charts are one of the most commonly used tools by investors, recording stock price fluctuations and trends. Imagex extracts key features and patterns by processing image data from stock charts. For example, it can identify important support and resistance levels, identify upward or downward trends in stock prices, etc. Through this image analysis method, Imagex can help investors understand stock trends from a more comprehensive perspective and increase the accuracy of investment decisions. Secondly, Imagex uses big data technology to analyze historical stock data. Big data technology can process and analyze large amounts of data to mine useful information and patterns. Through the analysis of historical stock data, Imagex can discover the periodicity and trend of stock prices and find potential opportunities or risks in the market. Through this big data analysis method, Imagex can provide investors with more accurate and reliable stock winning rate analysis and help them formulate smarter investment strategies. In addition, Imagex can also combine machine learning and model training methods to predict and simulate stock trends. By learning from historical stock data, Imagex can build models and use these models to predict future stock trends. This method based on machine learning can improve the accuracy and credibility of stock winning rate analysis to a certain extent. Investors can make their own investment decisions based on the prediction results of these models and increase the probability of investment success. To sum up, Imagex, as an advanced image processing and data analysis technology, provides stock investors with a more comprehensive and accurate stock winning rate analysis. Through image processing and big data analysis, Imagex can help investors better understand stock trends and trends and find investment opportunities. At the same time, it can also use machine learning and model training methods to predict stock trends and improve investment winning rates. Investors can use Imagex's technical means to formulate more scientific and reliable investment strategies, reduce investment risks, and increase investment returns.