Stagesepx automatically detects and segments stages within video files using computer vision techniques. The tool converts video to image frames and applies machine learning classifiers (Keras neural networks and SVM) combined with SSIM (Structural Similarity Index) to identify phase transitions and categorize stages. It focuses on being lightweight and performant for practical video analysis tasks.