DIRTX is a Flutter application that assists early detection of harmful algal blooms (red tide) by analyzing drone images and pre-recorded image/video using machine learning and computer-vision workflows. The app is a decision-support tool for authorized marine biologists and environmental agencies to visualize and review possible red tide clusters.