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October 15, 2025Engineering headway

SmartSpectorAI: Roadside Parking Warning System for Congestion Prevention in Yogyakarta City

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Authors

RWReinatt Hansel WijayaUniversitas Gadjah MadaDPDelfia Nur Anrianti PutriUniversitas Gadjah MadaNNNailfaaz NailfaazUniversitas Gadjah Mada

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Implication

Proposed system detects roadside parking and alerts motorists in Yogyakarta, suggesting AI can mitigate congestion issues.

Key Points

  • The proposed system enhances traffic conditions by addressing roadside parking, aiming to reduce congestion levels.
  • Using the Yogyakarta CCTV dataset, YOLOv5-large achieved 86.1% accuracy and 5.5 FPS for parking detection.
  • The system integrates AI, enabling real-time alerts for drivers and traffic authorities regarding illegal parking.
  • Overall, the research indicates a significant potential for AI solutions to alleviate urban traffic challenges in Yogyakarta.

Cite This Study

Wijaya et al. (2025) studied this question.

synapsesocial.com/papers/68efd921056559ef42877394https://doi.org/10.4028/p-1khxpx
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  2. 2An IoT-Driven Vehicle Detection Method Based on Multisource Data Fusion Technology for Smart Parking Management System2020 · 52 citations