See parking occupancy as it changes.
A smart parking detection demo that uses a fine-tuned YOLO OBB model to identify parking spaces and classify them as occupied or available.
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Turn parking video into a clear occupancy view, with detected spaces and available or occupied status shown on the footage.
The problem
A parking lot can be difficult to monitor at a glance. Operators need a quick way to understand which spaces are occupied and which are open.
The workflow
A YOLO OBB model from Ultralytics detects parking spaces and estimates their status from video. The interface overlays detections on the footage and summarizes available, occupied, and total spaces.
Model and training
The parking detection model uses oriented bounding boxes and was fine-tuned on a Roboflow dataset. The demo presents the model output as a live occupancy view.
The result
Space-level detections and an occupancy summary make parking activity easier to scan. The figures shown in the demo depend on the video being analyzed.