FOREX trend detection using YOLO method

Deep learning in algorithmic trading has been several proposed in many strategies but all of them focus on forecasting or predicting the price of the market in the future. However, in the real-world Predicting market prices is not very necessary. Especially trading with a trend-based strategy which is the main algorithm used by the most hedge fund. Therefore, this research presents trend endpoint detection by object detection using the Yolo method. This is a new method that has never been presented before. The results showed that this method can distinguish the end of the trend with more than 90% accuracy.