| dc.description.abstract | With so many threats of natural and non-natural disasters, flood must be
anticipated with technology based management. Nowadays society 5.0 is the solution to
many of the change facing Indonesia, such as implentation of artificial intelegence for
early warning system and decision support system of flood disaster mitigation. So,
singularity technology needs for resolve the problems. This research is a preleminary test
of Hydrolux sistem. It uses computer vision technology in measuring the water level,
monitoring the area, and detecting objects (garbage). The sampling process conducted
with creating the AI model by collecting the garbage data, data annotation, collect the
SSD object detection model, transfer learning, convert to intel OpenVINO, optimizing
the model, and run the model in intel NCS2. The result of this research is an informative
research frameworkd and reference point for academics, government, and practitioners. | en_US |
